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  • Awards and Honors for KDnuggets

    ...nce Power 100, rise.global, Nov 2019. In 50 Most Popular AI Influencers of North America, AIthority, Sep 2019. Gregory Piatetsky/KDnuggets in Top 100 Digital Influencers, Digital Scouting, Sep 2019. In top 6 blogs on AI and Big Data, 4D Data Centres, Sep 2019. Gregory Piatetsky/KDnuggets no. 12 in...

    https://www.kdnuggets.com/about/awards.html

  • CDO: to stay or to go?

    …eluctant to change. To take full advantage of digitalization without getting lost, business leaders are hiring experienced Sherpas to get them up the digital slopes: chief digital officers (CDO) (Note: CDO abbreviation is also used for Chief Data Officer) . The CDO is a new kid in town that is…

    https://www.kdnuggets.com/2016/12/cdo-stay-to-go.html

  • Things you should know when traveling via the Big Data Engineering hype-train

    ...any overhead. They are not suitable for production usages but are perfect for experimentation and finding answers quickly. What good practices do you know when creating bash scripts? These area of expertise can be boosted with knowledge of other scripting technologies like python, ruby or ammonite....

    https://www.kdnuggets.com/2018/10/big-data-engineering-hype-train.html

  • Unsupervised Investments: A Comprehensive Guide to AI Investors

    ...because I am impressed every time I see it. I only say one of the most recent acquisitions in AI industry: Nervana Systems (acquired by Intel); Deep Knowledge Ventures (Hong Kong): Dmitry Kaminskiy and DKV invest in AI, biotech and fintech companies, and they are well-known in the space because...

    https://www.kdnuggets.com/2017/03/unsupervised-investments-guide-ai-investors.html

  • Why Every Company Needs a Digital Brain

    …ta across all business units, departments, product lines and services, that gives the organization higher cognition. That’s why every company needs a digital brain to make their digital transformation come alive, else they risk incremental, short-sighted and superficial change. Much like human…

    https://www.kdnuggets.com/2017/07/why-every-company-needs-digital-brain.html

  • Airbnb: Lessons on Digital, Startups, Big Data and Disrupting Markets

    …ur mobile app. In short it is convenient, but convenience is about the execution. All execution is digital and even the customer is recognized by the digital sign-in. Digital platforms and their great relevance to mobile phone users, in particular, are driving how we do business in the digital

    https://www.kdnuggets.com/2016/01/airbnb-lessons-digital-startups-big-data-disruption.html

  • Leveraging Agent-based Models (ABM) and Digital Twins to Prevent Injuries

    ...ure, like that of an injury, but within a different domain.”   Introducing the Role of the Asset Avatars (Digital Twins)   An Asset Avatar (Digital Twin) is a digital representation of an industrial asset that enables companies to better understand and predict the performance of their...

    https://www.kdnuggets.com/2018/08/leveraging-agent-based-models-digital-twins-prevent-injuries.html

  • 75 Big Data Terms to Know to Make your Dad Proud

    ...t read this article to know more about all these terms. Zettabytes: approximately 1000 Exabytes or 1 billion terabytes. You must read this article to know more about all these terms. Bio: Ramesh Dontha is a Managing Partner at Digital Transformation Pro focusing on Data Strategy, Data Governance,...

    https://www.kdnuggets.com/2017/06/75-big-data-terms.html

  • Contributing to PyTorch: By someone who doesn’t know a ton about PyTorch

    ...same shape in torch.autograd.grad()   Fortunately for all of us, the people who submit issues to the PyTorch repo tend to be really thorough and know what they are talking about from previous experience. Looking at this one in particular, with the background knowledge I gained from the...

    https://www.kdnuggets.com/2019/10/contributing-pytorch.html

  • CSC Venture Capital: Quantitative Analyst

    ...ve Analyst This position has been filled. Job Description: CSC Venture Capital is looking for a Quantitative Analyst to join the investment team. CSC Venture Capital is the Palo Alto based venture capital arm of CSC Group, one of the largest and most successful private equity and venture capital...

    https://www.kdnuggets.com/jobs/16/09-20-cscventurecapital-quantitative-analyst.html

  • Monash U: Lecturer/Sr Lecturer Digital Health

    ...f Information Technology at Monash University is seeking to appoint up to 6 outstanding emerging academics to support a major strategic investment in Digital Health. Digital Health is a major driver of innovation and reform globally, leading to deep and positive change in healthcare systems across...

    https://www.kdnuggets.com/jobs/18/05-28-monash-lecturer-digital-health.html

  • Secrets to a Successful Data Science Interview

    ...It is perfectly fine for us to listen to your silence or loud thinking before you answer. No trick questions or misleading questions. What we came to know two days ago, we don’t expect you to know them for a lifetime. Hence, despite we having read a bunch of great Medium articles recently that...

    https://www.kdnuggets.com/2019/07/secrets-data-science-interview.html

  • The top 5 Big Data courses to help you break into the industry

    ...tion To know how real-time data can be processed using Spark To know how to carry out functional programming in Spark, and use Spark applications. To know how parallel processing works in Spark To know how to use Spark RDD optimization strategies. To know the different types of interactive...

    https://www.kdnuggets.com/2016/08/simplilearn-5-big-data-courses.html

  • Becoming a Data Scientist">Silver BlogBecoming a Data Scientist

    ...ind. Figure out where they are, approach them, and see if they can share their experience. A lot of the time they might ignore you, esp if they don't know you, but who knows, they might turn out to be nice. You don't lose much if they ignore you, anyway. Maybe get intros through your common...

    https://www.kdnuggets.com/2018/01/feizpour-becoming-data-scientist.html

  • Generating English Pronoun Questions Using Neural Coreference Resolution

    ...o_pipe(nlp,greedyness=0.5,max_dist=50,blacklist=False) Initialize with some sample text and resolve coreferences with the library: text = "Scientists know many things about the Sun. They know how old it is. The Sun is more than 4½ billion years old. It is also a star that is the centre of our solar...

    https://www.kdnuggets.com/2020/01/generating-english-pronoun-questions-neural-coreference-resolution.html

  • PokerStars: Business Intelligence – Digital Marketing Analyst

    ...ker, are looking for a talented Digital Marketing Analyst to join its Business Intelligence Team. The successful candidate will work closely with the Digital Marketing Team, in order to use data / analytics to contribute to the success of our digital marketing activities. Key Responsibilities...

    https://www.kdnuggets.com/jobs/16/10-24-pokerstars-business-intelligence-digital-marketing-analyst.html

  • Digital Catapult Centre: Lead Technologist – Data (Permanent or Contract)

    Company: Digital Catapult Centre Location: London, UK Web: www.digitalcatapultcentre.org.uk/ We all know that data science, predictive analytics, machine learning, visualisation and big data processing techniques will change most industries if not turn them upside down. At the Digital Catapult...

    https://www.kdnuggets.com/jobs/15/07-18-catapult-lead-technologist-data.html

  • Unsupervised Investments (II): A Guide to AI Accelerators and Incubators

    ...r five years. The first two companies, recently announced, are Iris.ai (science research assistant) and Illumr (organizational pattern detection); H2 Ventures (Sydney): H2 Ventures is an Australian venture capital specialized in fintech which will be running a first accelerator program for AI and...

    https://www.kdnuggets.com/2017/05/unsupervised-investments-guide-ai-accelerators-incubators.html

  • Digital Transformation through Data Democratization

    …eak down the data silos and able to analyze vast data efficiently. A democratization of data is the first step in propelling any organization towards digital transformation path. “Data is the foundation of digital transformation”. According to Constellation research, 87 percent of successful…

    https://www.kdnuggets.com/2017/07/digital-transformation-data-democratization.html

  • Jobs in AI, Analytics, Data Science, Machine Learning

    ...ity for habilitation is given) in the area of machine learning for natural language processing. You will work on the combination of NLP with explicit knowledge in the areas of digital humanities, social media and others. Data Science and Optimization Engineer at GridBeyond, Dublin, Ireland. - Jul...

    https://www.kdnuggets.com/jobs/index.html

  • 2019 Best Masters in Data Science and Analytics – Europe Edition">Gold Blog2019 Best Masters in Data Science and Analytics – Europe Edition

    ...society today. This Data Science course at Leeds Beckett University will equip you with the advanced information and analytic skills to thrive in the digital knowledge economy. (12-month program, $17,470 full tuition) NEW Brunel University London M.Sc. in Data Science and Analytics. The Data...

    https://www.kdnuggets.com/2019/04/best-masters-data-science-analytics-europe.html

  • Top 2016 KDnuggets Stories: Must-Know Data Science Interview Q&A, 10 Algorithms Machine Learning Engineers Need to Know

    ...the number of social interactions using Buzzsumo Chrome extension. Most shared stories from 2016 The 10 Algorithms Machine Learning Engineers Need to Know, by James Le Poll: What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months?, by Gregory...

    https://www.kdnuggets.com/2016/12/top-2016-kdnuggets-stories.html

  • 17 More Must-Know Data Science Interview Questions and Answers, Part 2

    ...pervised learning task being to survey the data and attempt to impose some meaningful structure of optimal cluster and class numbers upon it. Without knowing the ground truth of a dataset, then, how do we know what the optimal number of data clusters are? As one may expect, there are actually...

    https://www.kdnuggets.com/2017/02/17-data-science-interview-questions-answers-part-2.html

  • Foot Locker: Sr Manager – Digital Analytics and A/B Testing

    ...and analysis. Strong mathematical or statistical background. Demonstrated knowledge of multivariate statistical and modeling techniques. Very strong knowledge and appreciation for both technology as well as business Proven knowledge of web standards and cross-browser compatibility issues Extensive...

    https://www.kdnuggets.com/jobs/18/04-02-foot-locker-manager-digital-analytics.html

  • Southern Company: Web or Digital Analytics Technical Developer

    ...ng web analytic tools such as Webtrends, Google Analytics, Adobe Analytics or Coremetrics and experience in advanced web analytics Advanced technical knowledge of and ability to write JavaScript to enable all facets of web activity digital data collection and tracking Experience implementing and...

    https://www.kdnuggets.com/jobs/15/08-26-southerncompany-web-digital-analytics-technical-developer.html

  • What is the most important question for Data Science (and Digital Transformation)

    ...nt but tactical decision. Leading with math amounts to letting the tail wag the dog. But McKinsey also found that those organizations with successful digital transformations also are more likely to use fancier math. This probably explains why LinkedIn’s 2020 Emerging Jobs Report cites AI Specialist...

    https://www.kdnuggets.com/2019/12/most-important-question-data-science.html

  • Top Stories, May 15-21: Getting Into Data Science: What You Need to Know; The Best Python Packages for Data Science

    ...ep Learning – Past, Present, and Future - May 02, 2017. How to Learn Machine Learning in 10 Days - May 01, 2017. Using Deep Learning To Extract Knowledge From Job Descriptions - May 09, 2017. Must-Know: What are common data quality issues for Big Data and how to handle them? - May 16, 2017....

    https://www.kdnuggets.com/2017/05/top-news-week-0515-0521.html

  • Were 21% of New York City residents really infected with the novel coronavirus?

    ...ward. Image: SOURCE. If information bias and selection bias pull invisibly in opposite directions, is the estimate too high or too low? Impossible to know. What do we know for sure? Some people at grocery and big box stores got an exciting readout from something called an antibody test. What do we...

    https://www.kdnuggets.com/2020/05/new-york-city-really-infected-novel-coronavirus.html

  • Digital Shadows (London): Data Scientist

    Company: Digital Shadows Location: Canary Wharf, London, UK Web: www.digitalshadows.com Digital Shadows provides cyber monitoring services to high profile organisations. We're an award winning start-up, and since being founded in 2011 we haven't stopped growing. We've got ambitious plans for...

    https://www.kdnuggets.com/jobs/15/01-10-digitalshadows-data-scientist.html

  • 3 Stages of Creating Smart

    ...rganization’s key business and operational processes. See the following blogs for an introduction into the Digital Transformation Value Map: It’s Not Digital Transformation; It’s Digital “Business” Transformation! – Part I It’s Not Digital Transformation; It’s Digital “Business” Transformation –...

    https://www.kdnuggets.com/2018/10/3-stages-creating-smart.html

  • Interview: Haile Owusu, Mashable on Surviving Imprecision in Digital Media Analytics

    ...cond and last part of my interview with him: Anmol Rajpurohit: Q6. What are the most underrated challenges in tracking the consumption and sharing of digital media? Haile Owusu: Though I think it’s acknowledged that predicting broad scale social behavior is very difficult, our task is particularly...

    https://www.kdnuggets.com/2015/05/interview-haile-owusu-mashable-digital-media-analytics.html

  • Age of AI Conference 2018 – Day 2 Highlights

    ...Google now. There’s a bet going on about when AGI will happen. What’s your bet? I don’t know. It’s also a little difficult to define. I think we will know when we see it. I don’t know when it will happen. Probably in the next 50-60 years. There are others who make a much more aggressive claim that...

    https://www.kdnuggets.com/2018/02/age-ai-conference-2018-day-2.html

  • 17 More Must-Know Data Science Interview Questions and Answers, Part 3">Silver Blog, March 201717 More Must-Know Data Science Interview Questions and Answers, Part 3

    ...uence on Twitter, I. Anger and C. Kittl A Data Scientist Explains How To Maximize Your Influence On Twitter, Business Insider, 2014 Related: 17 More Must-Know Data Science Interview Questions and Answers 17 More Must-Know Data Science Interview Questions and Answers, Part 2 21 Must-Know Data...

    https://www.kdnuggets.com/2017/03/17-data-science-interview-questions-answers-part-3.html

  • Interviews with Data Scientists: Claudia Perlich

    ...s a very different concept for ‘raw’ event log data vs. aggregated and processed data. Finally, and this is by far the hardest part: you almost never know what you don’t know about your data. In the end, all you can do is your best! Skepticism, experience, and some sense of data intuition are the...

    https://www.kdnuggets.com/2016/12/interviews-data-scientists-claudia-perlich.html

  • The Perpetual Quest for Digital Trust

    ...cts of life, this integrated data is a sweet spot for hackers to make the most from their malicious activities. Accenture recently released a report “Digital Trust in the IoT Era” summarizing results from the 2015 Accenture Digital Consumer Survey on consumer aspirations towards the security of...

    https://www.kdnuggets.com/2015/07/perpetual-quest-digital-trust.html

  • Webinar: Natural Language Processing for Digital Transformation of Unstructured Text

    When: Tuesday, 10 December 2019, 11 am EST, 4 p.m. GMT Register here Life science organizations are embracing the digital revolution, but digital transformation demands data transformation, and this includes developing strategies to access information buried in unstructured text. Many top...

    https://www.kdnuggets.com/2019/12/copyright-webinar-natural-language-processing.html

  • Adobe: Product Analyst, Behance

    ...t and apps-websites, ads, video games, magazines, movies and images-across every screen. We focus on two market categories where content is critical: Digital Media and Digital Marketing. Producing and publishing the world's most compelling content is the heart of our Digital Media business, and...

    https://www.kdnuggets.com/jobs/13/12-11-adobe-product-analyst-behance.html

  • What Insurers in Asia doing about their digital transformation?

    ...e white paper here Get practical strategies to develop a strong customer focus and determined digital drive: Find out how to orchestrate a successful digital transformation: creating new digital customer-centric culture is extremely challenging and you need to ensure you are attracting the right...

    https://www.kdnuggets.com/2017/01/insurance-asia-digital-transformation.html

  • Monash University: Lecturer/Sr Lecturer – Digital Health [Melbourne, Australia]

    ...ts you’ll need to publish your work. We’re a university full of energetic and enthusiastic minds, driven to challenge what’s expected, expand what we know, and learn from other inspiring, empowering thinkers. The Opportunity The Faculty of Information Technology offers vibrant and creative programs...

    https://www.kdnuggets.com/jobs/18/11-22-monash-university-lecturer-digital-health.html

  • Discover the new MSc in Digital Marketing & Data Science

    ...MSc in Digital Marketing & Data Science       Become the new generation of marketing technologists       The MSc in Digital Marketing & Data Science is a 16-month programme designed to grow a new generation of leading marketing specialists – digital savvy...

    https://www.kdnuggets.com/2018/01/lyon-msc-digital-marketing-data-science.html

  • Advice For Applying To Data Science Jobs

    ...tip from a recruiter: “don’t use graphs showing how experienced you are in certain technologies. If you have python being a full bar, do you actually know 100% of what there is to know about python?” If you’re running out of room and have a summary or objective statement, you can leave it off as...

    https://www.kdnuggets.com/2018/06/advice-applying-data-science-jobs.html

  • Basic Statistics in Python: Probability

    ...n three. A lot of complicated math goes into the derivation of these values, and as such, is out of the scope of this article. The key takeaway is to know that the Three Sigma Rule enables us to know how much data is contained under different intervals of a normal distribution. The picture below is...

    https://www.kdnuggets.com/2018/08/basic-statistics-python-probability.html

  • 10 Tips to Improve your Data Science Interview

    ...Theorem when you can prepare for it. Know the common technical concepts. If you’re in Data Science, you need to understand bias/variance. You need to know ways of detecting and handling an overfit model. You need to know strategies for dealing with classification problems when the classes are...

    https://www.kdnuggets.com/2016/11/tips-improve-your-data-science-interview.html

  • Bayes Theorem for Computer Scientists, Explained

    …or the law of total probability is: in this case or Bayes’ theorem Bayes’ theorem is much more powerful — it allows us to understand things about the known world based on the unknown world when we have enough information relating the two. Let’s pick up where we left off in the last problem. We…

    https://www.kdnuggets.com/2016/02/bayes-theorem-computer-scientists-explained.html

  • Doing Data Science at Twitter

    …mainly interested in using data “in production.” They build models which interact with users, often serving recommendations (products, people you may know, ads, movies, search results). I wish I had known this earlier. In fact, as an aspiring DS, it is very useful to keep this distinction in mind…

    https://www.kdnuggets.com/2015/09/data-science-at-twitter.html

  • Top Stories, Mar 2-8: 20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 2)

    ...for Data Science & Machine Learning Recreating Fingerprints using Convolutional Autoencoders 20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 1) How to select rows and columns in Pandas using [ ], .loc, iloc, .at and .iat Most Shared Last Week 20 AI, Data Science, Machine...

    https://www.kdnuggets.com/2020/03/top-news-week-0302-0308.html

  • Data Science Internship Interview Questions

    ...on or R. If you’re a Python programmer, you should also have a basic understanding of popular libraries like Scikit-learn and Pandas. What you should know: You should know how to write basic functions and have a fundamental understanding of various data structures and their uses. You should also...

    https://www.kdnuggets.com/2020/08/data-science-internship-interview-questions.html

  • The 5 Basic Statistics Concepts Data Scientists Need to Know">Silver BlogThe 5 Basic Statistics Concepts Data Scientists Need to Know

    ...that much of your data points are quite different, since the values are spread over a wide range If the median value is closer to the bottom then we know that most of the data has lower values. If the median value is closer to the top then we know that most of the data has higher values....

    https://www.kdnuggets.com/2018/11/5-basic-statistics-concepts-data-scientists-need-know.html

  • How Bayesian Inference Works">Gold BlogHow Bayesian Inference Works

    ...me that we already know the answer then we may be censoring the data. Mark Twain put the danger of strong priors succinctly. “It ain't what you don't know that gets you into trouble. It's what you know for sure that just ain't so.” If we were to start with a strong prior assumption that Reign’s...

    https://www.kdnuggets.com/2016/11/how-bayesian-inference-works.html

  • Top Stories, Feb 13-19: 17 More Must-Know Data Science Interview Questions and Answers • Removing Outliers Using Standard Deviation in Python

    ...The Internet of Things vs. Related Concepts and Terms - Feb 14, 2017. Most Popular Past 30 Days The 10 Algorithms Machine Learning Engineers Need to Know The Most Popular Language For Machine Learning and Data Science Is... Pandas Cheat Sheet: Data Science and Data Wrangling in Python Deep...

    https://www.kdnuggets.com/2017/02/top-news-week-0213-0219.html

  • The Persuasion Paradox – How Computers Optimize their Influence on You

    ...ore likely would the desired outcome be with this treatment?” After all, the best way to do influence is to predict influence. The most direct way to know whom to market to is to know who is persuadable. Targeting in this way takes a marketing budget or a sales team and makes it more powerful. In...

    https://www.kdnuggets.com/2019/02/dr-data-persuasion-paradox-computers-optimize-influence.html

  • The Artificial ‘Artificial Intelligence’ Bubble and the Future of Cybersecurity

    ...peak is unstoppable. Meanwhile, that ongoing shiny marketing pyramid machine needs paying for – and it doesn’t come cheap. Let’s back up a bit here. Venture capitalism is called ‘venture’ capitalism as it involves risk. A good venture capitalist is one who knows where it’s best to place funds –...

    https://www.kdnuggets.com/2017/06/kaspersky-artificial-intelligence-bubble-future-cybersecurity.html

  • Digital Marketing Data Analytics, Sr. Manager

    ...environment (SAS, SPSS, Matlab, R) Professional Skill Requirements: Knowledge of choice modeling and/or experimental design would be highly regarded Knowledge of marketing strategy and research methods would be highly regarded Knowledge in online marketing best practices and innovations Highly...

    https://www.kdnuggets.com/jobs/13/03-26-accenture-digital-marketing-data-analytics-sr-manager.html

  • Data Scientist/Senior Data Scientist

    ...ioral targeting on our websites, developing a multi-touch attribution models for our acquisition marketing, driving our real-time bidding strategy on digital advertising platforms, data mining of digital servicing uptake, etc... Qualifications The ideal candidate should demonstrate creativity,...

    https://www.kdnuggets.com/jobs/13/04-14-americanexpress-senior-data-scientist-b.html

  • The Analytics of Digital Transformation, according to TCS

    ...new directions. My personal view is that the success of omni-channel analytics will depend on the capability of data scientists to amalgamate domain knowledge and business knowledge with loads and loads of information gathered about socio-cultural, demographic, psychological and behavioural...

    https://www.kdnuggets.com/2014/11/analytics-digital-transformation-tcs.html

  • CTC-CCT: Digital Research Analyst

    ...al teams. Experience with research, social and web analytics tools such as SAS, SPSS, R, Python or other data manipulation and analysis tools.   Knowledge: Knowledge of key economic, social, technological and political change drivers in the global economy developed through previous research or...

    https://www.kdnuggets.com/jobs/14/09-29-ctc-digital-research-analyst.html

  • RetailMeNot: Principal Data Scientist, Attribution

    ...ited Kingdom; Deals.com in Germany; Actiepagina.nl, a leading digital offers site in the Netherlands; Bons-de-Reduction.com and Ma-Reduc.com, leading digital offers sites in France; Poulpeo.com, a leading digital offers site with cash back in France; and Deals2Buy.com, a leading digital offers site...

    https://www.kdnuggets.com/jobs/16/04-12-rmn-director-data-science-digital-attribution.html

  • Kohls: Manager, Digital Marketing Analytics

    ...icient in Excel Ability to write SQL Developing dashboards through visualization tools Retail knowledge Relational database experience SAS experience Knowledge of Media Mix Modeling Digital Analytics experience, including Adobe (Omniture), Google Analytics and or Google Big Query Customer analytics...

    https://www.kdnuggets.com/jobs/15/09-01-kohls-manager-digital-marketing-analytics.html

  • comScore: Lead Technical Analyst – Data Solutions

    ...tc. Experience in data analysis and problem solving with large amounts of data Experience in building methodologies and custom data solutions Working knowledge of the digital media ecosystem such as advertising technology, Web analytics, targeting, publishing, digital agencies, etc. Ability to...

    https://www.kdnuggets.com/jobs/15/05-30-comscore-lead-technical-analyst-data-solutions.html

  • Interview: Jason Bloomberg, Intellyx on the Tricky Balance of Optimization and Innovation

    ...ntellyx advises companies on their digital transformation initiatives and helps vendors communicate their agility stories. Here’s how we define agile digital transformation: Digital -- Customer preferences and behavior drive enterprise technology decisions Transformation -- Internal organizational...

    https://www.kdnuggets.com/2015/02/interview-jason-bloomberg-intellyx-innovation.html

  • Monash University: Research Fellow (Digital Civics) [Melbourne, Australia]

    ...es for social justice? Collaborate with both doctoral students and academics in the planning and execution of the program of action research into how digital technologies can facilitate access to employment and information law. You will be cross-disciplinary, using your research knowledge from law,...

    https://www.kdnuggets.com/jobs/18/11-22-monash-university-research-fellow.html

  • Monash University: Lecturers / Senior Lecturers – Digital Health, Image Analytics [Melbourne, Australia]

    ...powering thinkers. The Opportunity Monash University Faculty of IT currently has a requirement for 2 x Lecturer / Senior Lecturer within the space of Digital Health - Image Analytics. Digital Health is a fascinating cross-university, cross-faculty, multidisciplinary space with enormous practical...

    https://www.kdnuggets.com/jobs/19/07-19-monash-lecturers-digital-health-image-analytics.html

  • Just How Smart Are Smart Machines?

    …t tasks performed by machines is according to whether they process only numbers, text, or images — the building blocks of cognition — or whether they know enough to take informed actions in the digital or physical world. ANALYZING NUMBERS The root of all cognitive technologies is computing…

    https://www.kdnuggets.com/2016/12/davenport-how-smart-are-smart-machines.html

  • AI, Data Science, Analytics Main Developments in 2018 and Key Trends for 2019">Gold BlogAI, Data Science, Analytics Main Developments in 2018 and Key Trends for 2019

    ...itizens more control over their personal data. This encouraged similar standards to be set in other locations. For example, California passed its own digital privacy law; that allows consumers to know what information organizations are collecting about them, why they are collecting that data and...

    https://www.kdnuggets.com/2018/12/predictions-data-science-analytics-2019.html

  • Big Data & Analytics Innovation Summit, Australia: Day 1 Highlights

    ...ith real-time analytics visualization as the former one presents what you already know but in a very nice way and the latter one shows what you don’t know but should know. Talking about return on real-time visualization, he mentioned organizations utilizing real-time data visualization have...

    https://www.kdnuggets.com/2014/10/big-data-analytics-summit-australia-day1.html

  • I wanna be a data scientist, but… how?">Gold BlogI wanna be a data scientist, but… how?

    ...playing your first soccer game? Be resourceful: there are a lot of available resources and tools (click on the link!). As important as having a solid knowledge is the ability to quickly locate what we don’t know or don’t remember. Upload your projects to GitHub. Those will be your credentials to...

    https://www.kdnuggets.com/2020/01/wanna-be-data-scientist.html

  • Top Stories, Oct 21-27: Everything a Data Scientist Should Know About Data Management; How YouTube is Recommending Your Next Video

    ...which are hot/emerging ones? Most Shared Past 30 Days How YouTube is Recommending Your Next Video - Oct 21, 2019. Everything a Data Scientist Should Know About Data Management - Oct 22, 2019. How to Become a (Good) Data Scientist – Beginner Guide - Oct 16, 2019. How AI will transform...

    https://www.kdnuggets.com/2019/10/top-news-week-1021-1027.html

  • Top Handy SQL Features for Data Scientists">Gold BlogTop Handy SQL Features for Data Scientists

    ...t Systems) normalization, which will help you understand why a structure is important for easy analysis of data. If you are into web development, you know that data is fetched from the backend (database) and presented to the front-end (UI). In the same way, data is entered by the user into the...

    https://www.kdnuggets.com/2019/08/top-handy-sql-feature-data-scientist.html

  • Text Data Preprocessing: A Walkthrough in Python">Gold BlogText Data Preprocessing: A Walkthrough in Python

    ...', 'run', 'ran', 'talk', 'run', 'sebast', 'nicola', 'alejandro', 'jeronimo', 'going', 'stor', 'tomorrow', 'morn', 'someth', 'wrong', 'sent', 'anym', 'know', 'could', 'din', 'resta', 'favorit', 'movy', 'franch', 'ord', 'indian', 'jon', 'marvel', 'cinem', 'univers', 'star', 'war', 'back', 'fut',...

    https://www.kdnuggets.com/2018/03/text-data-preprocessing-walkthrough-python.html

  • Top Stories, Aug 3-9: Know What Employers are Expecting for a Data Scientist Role in 2020

    ...ng In Python How Much Math do you need in Data Science? Free MIT Courses on Calculus: The Key to Understanding Deep Learning Most Shared Past 30 Days Know What Employers are Expecting for a Data Scientist Role in 2020 - Aug 03, 2020. Awesome Machine Learning and AI Courses - Jul 30, 2020. Data...

    https://www.kdnuggets.com/2020/08/top-news-week-0803-0809.html

  • Why do I Call Myself a Data Scientist?

    ...codes that prepare , clean and analyze data to create models and answer the initial question. If you have any comments on my definition please let me know. I say system there too because we don’t know what will happen in the future, maybe we get automated, I don’t know. Also, I’m talking about the...

    https://www.kdnuggets.com/2018/10/why-call-myself-data-scientist.html

  • Why Data Scientists Must Know About Change Management

    ...project, let them share what they know about the machinery or any subject under analysis. In doing so, your employees' skills get acknowledged. They know that you know that they are skilled. The importance of being heard cannot be underestimated. Also, during the project at and the end of the...

    https://www.kdnuggets.com/2018/02/data-scientist-change-management.html

  • The Foundations of Algorithmic Bias

    …ion stations and newspapers. But this isn’t how the algorithms behind real-life recommender systems on the internet work today. Typically, they don’t know or care about truth and they don’t know about neutrality. That’s not necessarily because internet giants dislike these virtues – it’s often…

    https://www.kdnuggets.com/2016/11/foundations-algorithmic-bias.html

  • Top Stories, Aug 24-30: If I had to start learning Data Science again, how would I do it?; 4 ways to improve your TensorFlow model – key regularization techniques you need to know

    ...2020 Working with Spark, Python or SQL on Azure Databricks 4 ways to improve your TensorFlow model – key regularization techniques you need to know Most Shared Last Week 4 ways to improve your TensorFlow model – key regularization techniques you need to know, by Ahmad Anis - Aug 27,...

    https://www.kdnuggets.com/2020/08/top-news-week-0824-0830.html

  • A Pocket Guide to Data Science

    ...ely many ways to combine even two columns of data. Most of these won’t be meaningful or help predict the target. Choosing a good one usually requires knowledge about the world. It’s a way that you can fold your knowledge about the problem into the data and stack the deck in your favor. The process...

    https://www.kdnuggets.com/2016/04/pocket-guide-data-science.html

  • Top Stories, Aug 22-28: How to Become a Data Scientist; 10 Need to Know Machine Learning Algorithms

    ...ed for a Data Science or Machine Learning application? - Aug 26, 2016. Most Popular Past 30 Days The 10 Algorithms Machine Learning Engineers Need to Know 7 Steps to Mastering Machine Learning With Python 21 Must-Know Data Science Interview Questions and Answers Bayesian Machine Learning, Explained...

    https://www.kdnuggets.com/2016/08/top-news-week-0822-0828.html

  • 5 Things to Know About Machine Learning">Silver Blog5 Things to Know About Machine Learning

    ...st-evolving topic, and machine learning is no exception. This post will point out 5 things to know about machine learning, 5 things which you may not know, may not have been aware of, or may have once known and now forgotten. Note that the title of this post is not "The 5 Most Important Things..."...

    https://www.kdnuggets.com/2018/03/5-things-know-about-machine-learning.html

  • Top Stories

    ...g Data and Data Science, Explained January: The Most Popular Language For Machine Learning and Data Science Is ...   Top stories in 2016 21 Must-Know Data Science Interview Questions and Answers; 10 Algorithms Machine Learning Engineers Need to Know; Software used for Analytics, Data Science,...

    https://www.kdnuggets.com/news/top-stories.html

  • Top Stories, Jul 1-7: 5 Probability Distributions Every Data Scientist Should Know; NLP vs. NLU: from Understanding a Language to Its Processing

    ...idly, R Use Double SAS - Jun 17, 2019. How to Learn Python for Data Science the Right Way - Jun 14, 2019. 5 Useful Statistics Data Scientists Need to Know - Jun 14, 2019. 7 Steps to Mastering Data Preparation for Machine Learning with Python — 2019 Edition - Jun 24, 2019. The Machine Learning...

    https://www.kdnuggets.com/2019/07/top-news-week-0701-0707.html

  • So, How Many Machine Learning Models You Have NOT Built?

    ...ny. It is far easier to do as told than go against. When the Data Scientist says NO, it does two things It showcases that the Data Scientist has vast knowledge and hence also knows the limitations It showcases that the Data Scientist not only understands the business but also cares about...

    https://www.kdnuggets.com/2018/03/how-many-machine-learning-models-not-built.html

  • Top KDnuggets tweets, Mar 19-20: Bitcoin 101 – everything you need to know; Top IPython Notebooks at #strataconf

    ..., history, and future buff.ly/NvoHSm Most Retweeted: IBM creates fraud & financial crimes prevention unit, combining #BigData Analytics, Business know-how & Data viz buff.ly/1r0rLpN Most Favorited: Bitcoin 101 - covers everything you need to know, how it is traded, history, and future...

    https://www.kdnuggets.com/2014/03/top-tweets-mar19-20.html

  • Pytorch Cheat Sheet for Beginners and Udacity Deep Learning Nanodegree

    ...ces including your own laptop and your gaming computer. We repurposed an msi NVIDIA GTX 1060 previously for Assassin’s Creed Origin :D If you want to know more let us know. Be able to train on a GPU locally has been a major advantage. We were able to iterate through parameter tuning combinations...

    https://www.kdnuggets.com/2019/08/pytorch-cheat-sheet-beginners.html

  • Pear Therapeutics: Data Scientist [Boston, MA or San Francisco, CA]

    ...effective solutions for payors. About the Team At Pear Therapeutics, we have the privilege of working on the world’s first-ever class of prescription digital therapeutics. By inherent nature of our therapeutics as digital applications, we have access to unprecedented richness of data, thus...

    https://www.kdnuggets.com/jobs/18/09-26-pear-therapeutics-data-scientist.html

  • Wells Fargo: Data Scientist

    ...n, partnering with product, marketing, credit risk, and loan operations teams to develop new digital card acquisition capabilities and offerings. The Digital Incubator will manage all aspects of digital card acquisition, from lead source prioritization, customer targeting and data measurement &...

    https://www.kdnuggets.com/jobs/16/03-03-wellsfargo-data-scientist.html

  • Contest 2nd Place: Automated Data Science and Machine Learning in Digital Advertising

    ...Foster Provost. 2014. Scalable hands-free transfer learning for online advertising. In Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '14) About: Dstillery is a data analytics company that uses machine learning and predictive modeling to...

    https://www.kdnuggets.com/2016/08/automated-data-science-digital-advertising.html

  • Uber-fication: Lessons from Uber in Economics, Digital, Risk, and Analytics

    …an SUV to take to Costco (and must rent one or experience some other transportation costs), then shopping at Costco has great transactional cost. The digital app model to have your goods delivered to your house, available on phone is not just convenient, but it also reduces transaction costs. Key…

    https://www.kdnuggets.com/2015/12/walker-lessons-uber-economics-digital-risk-analytics.html

  • Vivaki: Senior Research Analyst, Analytics

    ...ts   Minimum Qualifications: 4-year college degree, preferably in Marketing, Mathematics, or related field Position requires at least 4 years of digital media experience and 3 years of some combination of media/digital analysis, and at least 1 year of POV, whitepaper writing experience Robust...

    https://www.kdnuggets.com/jobs/15/06-05-vivaki-senior-research-analyst-analytics.html

  • iCrossing: Supervisor, Insights and Data Science

    ...istic based models which will be used to inform media investment strategies in partnership with the Digital Media Strategy team Demonstrates a strong knowledge of digital media data definitions in at least two channels and an understanding of cross-channel dynamics Assesses a 3rd party analytic...

    https://www.kdnuggets.com/jobs/14/10-23-icrossing-supervisor-insights-data-science-web-analytics.html

  • Become the new generation of marketing technologists

    ...u will : - benefit from a unique pedagogy combining an academic background in business studies, marketing, data analysis and strategy with a specific digital knowledge in online video, mobile, viral, social media, and data driven marketing - study in Paris with a learning trip to Boston or San...

    https://www.kdnuggets.com/2019/04/adcom-msc-digital-marketing-data-science-em-lyon.html

  • Northwestern MOOC Specialization: “Social Marketing – How to Profit in a Digital World;” Lexalytics CMO Seth Redmore Featured Faculty Member

    ...t describes the types of strategies that work and gives you the tools you need to go out an implement them in your organization.” Hlavac, who teaches Digital, Social, and Mobile Marketing at Medill, is the author of the new book, Social IMC: Social Strategies with Bottom-Line ROI . He is also the...

    https://www.kdnuggets.com/2015/10/northwestern-lexalytics-mooc-social-marketing.html

  • Chief Data Officer Toolkit: Leading the Digital Business Transformation – Part 1

    ...an asset is reduced with the passage of time and/or usage. But data and analytic digital assets operate under the “rule of appreciation” where these digital assets become more valuable as they are 1) used simultaneously across multiple business processes and business initiatives and 2) the more...

    https://www.kdnuggets.com/2016/10/schmarzo-cdo-toolkit-leading-digital-business-transformation-part-1.html

  • Accenture: Data Science Consultant

    ...tact_: Apply online. The digital revolution is changing everything. It’s everywhere – transforming how we work and play. Are you leading the way as a digital disrupter? Accenture Digital is driving these exciting changes and bringing them to life across 40 industries in more than 120 countries. At...

    https://www.kdnuggets.com/jobs/17/08-09-accenture-data-science-consultant.html

  • Mars: Digital Business Translator (Chicago, IL or Mount Olive, NJ)

    ...results Comfort and good intuition around modelling techniques and advanced applied skills (e.g. Regression, Customer life cycle value, A/B testing) Knowledge of CPG and Retailer, including experience with syndicated data sources like Nielsen/ IRI and Shopper card Working knowledge of data...

    https://www.kdnuggets.com/jobs/18/08-17-mars-digital-business-translator.html

  • Big Data to Big Profits: Strategies for Monetizing Social, Mobile, and Digital Data with Data Science, Mar 23-24, San Francisco

    ...t use of data science for growth and innovation across your organization. In this course, you will learn: How to create, measure, and manage valuable digital, social, and mobile touch points with customers Strategies for monetizing big data Opportunities for creating data products How to lead a...

    https://www.kdnuggets.com/2017/01/northwestern-big-data-big-profits-course-san-francisco-march.html

  • Accenture: Artificial Intelligence Analytics Sr Manager

    ...tact_: Apply online. The digital revolution is changing everything. It’s everywhere – transforming how we work and play. Are you leading the way as a digital disrupter? Accenture Digital is driving these exciting changes and bringing them to life across 40 industries in more than 120 countries. At...

    https://www.kdnuggets.com/jobs/17/08-09-accenture-artificial-intelligence-analytics-manager.html

  • Accenture: Financial Services Analytics Senior Manager

    ...tact_: Apply online. The digital revolution is changing everything. It’s everywhere – transforming how we work and play. Are you leading the way as a digital disrupter? Accenture Digital is driving these exciting changes and bringing them to life across 40 industries in more than 120 countries. At...

    https://www.kdnuggets.com/jobs/17/08-09-accenture-financial-services-analytics-senior-manager.html

  • Overcoming the Last Hurdle in the Quest for the “Holy Grail” of Marketing

    ...eters are in an all-too-familiar camp where cross-device linkages are dissolving beneath their feet due to this churn. Therefore it behooves any good digital marketer to seek the stable digital identities underlying a roiling sea of digital soup – where the cookies, IDs, audience segments, and CRM...

    https://www.kdnuggets.com/2017/02/quest-holy-grail-marketing.html

  • About KDnuggets

    ...ness Intelligence Influencers to Follow in 2020, MicroStrategy, Dec 2019. In The Artificial Intelligence Power 100, rise.global, Nov 2019. In Top 100 Digital Influencers, Digital Scouting, Sep 2019. In top 6 blogs on AI and Big Data, 4D Data Centres, Sep 2019. No. 12 in Artificial Intelligence...

    https://www.kdnuggets.com/about/index.html

  • How to reinvent your career with computer science

    ...need, and it seems likely that the other 25 per cent will join them in the search when they realise that they’re at risk of being left behind. The UK digital skills gap predicted last year – a deficit of 500,000 highly-skilled digital workers by 2022 – is continuing to bear out, and it’s a similar...

    https://www.kdnuggets.com/2020/01/bath-reinvent-career-computer-science.html

  • Text Analytics 2015 – Technology and Market Overview

    ...d I’m exploring a report/e-book project, topic (working title) “Natural Language Ecosystems: A Survey of Insight Solutions.” If you know of other market activity, conference or resources I should include here, please let me know and I’ll consider those items for an update....

    https://www.kdnuggets.com/2015/03/text-analytics-2015-technology-market-overview.html

  • Must-Know: What is the curse of dimensionality?

    ...ed dimensions means whatever other dimensions we consider in dataset which may or may not contribute to accurately generalize the data. Related: Must-Know: How to evaluate a binary classifier Must-Know: Why it may be better to have fewer predictors in Machine Learning models? 17 More Must-Know Data...

    https://www.kdnuggets.com/2017/04/must-know-curse-dimensionality.html

  • Deep Learning in a Nutshell – what it is, how it works, why care?

    ...act from the data. Training a Single Neuron Well okay, things are starting to get interesting, but we're still missing a big chunk of the picture. We know how a neural net can compute answers from inputs, but we've been assuming that we know what weights to use to begin with. Finding out what those...

    https://www.kdnuggets.com/2015/01/deep-learning-explanation-what-how-why.html

  • Platinum BlogEverything a Data Scientist Should Know About Data Management">Silver BlogPlatinum BlogEverything a Data Scientist Should Know About Data Management

    ...a data scientist, data management often becomes something that a separate data engineering team takes care of. As a result, too many data scientists know too little about data storage and infrastructure, often to the detriment of their ability to make the right decisions at their jobs. The goal of...

    https://www.kdnuggets.com/2019/10/data-scientist-data-management.html

  • The problem with data science job postings

    ...you meet 70%, you’re good to go. If you meet 100%, there’s a good chance you’re overqualified. Companies *usually* care less about the languages you know than the problems you can solve. If they say Pytorch and you only know TensorFlow, you’re probably going to be ok (unless they stress the...

    https://www.kdnuggets.com/2019/04/problem-data-science-job-postings.html

  • Top Stories, Jun 10 – 16: Best resources for developers transitioning into data science; 5 Useful Statistics Data Scientists Need to Know

    ...ythons Data Manipulation Library Top 10 Statistics Mistakes Made by Data Scientists Most Shared Last Week 5 Useful Statistics Data Scientists Need to Know, by George Seif - Jun 14, 2019. What you need to know: The Modern Open-Source Data Science/Machine Learning Ecosystem, by Gregory Piatetsky -...

    https://www.kdnuggets.com/2019/06/top-news-week-0610-0616.html

  • 5 Probability Distributions Every Data Scientist Should Know">Gold Blog5 Probability Distributions Every Data Scientist Should Know

    ...vised Machine Learning, but they are the bedrock of Data Science. Especially Machine Learning. Feeding a Machine Learning model with features without knowing which distribution they follow is, in my experience, a poor choice. It’s also good to remember the ubiquity of Exponential and Normal...

    https://www.kdnuggets.com/2019/07/5-probability-distributions-every-data-scientist-should-know.html

  • Top KDnuggets tweets, Apr 10–16: Math for Programmers teaches you the #math you need to know; The Third Wave Data Scientist – what skills are required?

    ...ave Data Scientist – what skills are required? https://t.co/yiuNR9oZ1R https://t.co/9sZcWUl9jc Math for Programmers teaches you the #math you need to know for a career in #programming, concentrating on what you need to know as a developer. https://t.co/XQF0u9ElmQ https://t.co/KmrS73m0nz 4 Reasons...

    https://www.kdnuggets.com/2019/04/top-tweets-apr10-apr16.html

  • The 5 Clustering Algorithms Data Scientists Need to Know">Gold BlogThe 5 Clustering Algorithms Data Scientists Need to Know

    ...³), unlike the linear complexity of K-Means and GMM.   Conclusion   There are your top 5 clustering algorithms that a data scientist should know! We’ll end off with an awesome visualization of how well these algorithms and a few others perform, courtesy of Scikit Learn!   Bio: George...

    https://www.kdnuggets.com/2018/06/5-clustering-algorithms-data-scientists-need-know.html

  • How to do Machine Learning Efficiently

    ...on constructing a super elaborate model and it doesn’t work at all, or doesn’t work remotely as well as you suspected it should. What do you do? You know nothing at this point. You do not know if you made a mistake with processing your data, you do not know if your data is garbage. You have no...

    https://www.kdnuggets.com/2018/03/machine-learning-efficiently.html

  • Top Stories, Mar 19-25: 5 Things You Need to Know about Sentiment Analysis and Classification; Top 12 Essential Command Line Tools for Data Scientists

    .... Introduction to Functional Programming in Python - Feb 28, 2018. Gainers and Losers in Gartner 2018 Magic Quadrant for Data Science and Machine Learning Platforms - Feb 27, 2018. 18 Inspiring Women In AI, Big Data, Data Science, Machine Learning - Mar 08, 2018. 5 Things to Know About Machine...

    https://www.kdnuggets.com/2018/03/top-news-week-0319-0325.html

  • Top June Stories: 5 Useful Statistics Data Scientists Need to Know; 7 Steps to Mastering Intermediate Machine Learning with Python – 2019 Edition

    ...rated, by Sciforce (*) Understanding Cloud Data Services, by Charlie Crocker The Machine Learning Puzzle, Explained, by Matthew Mayo What you need to know: The Modern Open-Source Data Science/Machine Learning Ecosystem, by Gregory Piatetsky (*) indicates that badge added or upgraded based on these...

    https://www.kdnuggets.com/2019/07/top-stories-2019-jun.html

  • Top 13 Skills To Become a Rockstar Data Scientist">Platinum BlogTop 13 Skills To Become a Rockstar Data Scientist

    ...veryone in the organization, including your customers. Essentially, you will be collaborating with your team members to develop use cases in order to know the business goals and data that will be required to solve problems. You will need to know the right approach to address the use cases, the data...

    https://www.kdnuggets.com/2019/07/top-13-skills-become-rockstar-data-scientist.html

  • Top Stories, Aug 10-16: Know What Employers are Expecting for a Data Scientist Role in 2020; The List of Top 10 Lists in Data Science

    ...rocessing In Python I have a joke about ... How Much Math do you need in Data Science? The Bitter Lesson of Machine Learning Most Shared Past 30 Days Know What Employers are Expecting for a Data Scientist Role in 2020 - Aug 03, 2020. Awesome Machine Learning and AI Courses - Jul 30, 2020. Easy...

    https://www.kdnuggets.com/2020/08/top-news-week-0810-0816.html

  • Must-Know: How to determine the influence of a Twitter user?

    ...e on Twitter, I. Anger and C. Kittl A Data Scientist Explains How To Maximize Your Influence On Twitter, Business Insider, 2014 Related: 17 More Must-Know Data Science Interview Questions and Answers 17 More Must-Know Data Science Interview Questions and Answers, Part 2 17 More Must-Know Data...

    https://www.kdnuggets.com/2017/05/must-know-determine-influence-twitter-user.html

  • 20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 1)">Gold Blog20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 1)

    ...20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 2) And so without any further ado, here are the first 10 terms you need to know, with the second 10 coming next week, giving us a total of 20 terms to know for 2020.     AutoML Automated machine learning (AutoML)...

    https://www.kdnuggets.com/2020/02/ai-data-science-machine-learning-key-terms-2020.html

  • Crushed it! Landing a data science job

    …olve probability zingers and logic puzzles live (highly recommend Make it Stick, maybe before you study). By mindfully doing practice problems you’ll know immediately where you’re weak and that will help you prioritize how you study. Wasting time on stuff you know pretty well is a procrastination…

    https://www.kdnuggets.com/2015/10/erin-shellman-landing-data-science-job.html

  • Beta Distribution: What, When & How

    ...bability is better than others hence Black Book makes a safe choice for readers (users, who don't want to take risk). Beta distribution are very well know and widely used in data science. I would love to know more scenarios where you have used Beta distribution in practice.   References...

    https://www.kdnuggets.com/2019/09/beta-distribution-what-when-how.html

  • Top Stories, Sep 30 – Oct 6: The Last SQL Guide for Data Analysis You’ll Ever Need; Know Your Data: Part 1

    ...Sep 09, 2019. Which Data Science Skills are core and which are hot/emerging ones? - Sep 17, 2019. The 5 Graph Algorithms That Data Scientists Should Know - Sep 10, 2019. Know Your Data: Part 1 - Sep 30, 2019. My journey path from a Software Engineer to BI Specialist to a Data Scientist - Sep 16,...

    https://www.kdnuggets.com/2019/10/top-news-week-0930-1006.html

  • Must-Know: What is the idea behind ensemble learning?

    ...he expense of model understandability. For more on ensemble methods see: Ensemble Methods: Elegant Techniques to Produce Improved Machine Learning Results Data Science Basics: An Introduction to Ensemble Learners Related: 17 More Must-Know Data Science Interview Questions and Answers 21 Must-Know...

    https://www.kdnuggets.com/2017/05/must-know-ensemble-learning.html

  • My Journey into Deep Learning

    ...the Spark project and man I felt like a hero. Some of them were simple, others more advance, but I felt I was contributing to society. I still didn’t know how, but I knew I was contributing. The cosmological adventures Roger Penrose theory of Conformal Cyclic Cosmology Data science was my second...

    https://www.kdnuggets.com/2018/01/journey-into-deep-learning.html

  • Top February stories: 21 Must-Know Data Science Interview Q&A; Gartner 2016 MQ for Advanced Analytics: gainers and losers

    ...6 Magic Quadrant for Advanced Analytics Platforms: gainers and losers - Feb 16, 2016. Top 10 TED Talks for the Data Scientists - Feb 9, 2016. 21 Must-Know Data Science Interview Questions and Answers - Feb 11, 2016. Scikit Flow: Easy Deep Learning with TensorFlow and Scikit-learn - Feb 12, 2016....

    https://www.kdnuggets.com/2016/03/top-news-2016-feb.html

  • Top 10 Data Mining Algorithms, Explained

    ...w. Out of the remaining 200 fruit, 100 are long, 150 are sweet and 50 are yellow. If we are given the length, sweetness and color of a fruit (without knowing its class), we can now calculate the probability of it being a banana, orange or other fruit. Suppose we are told the unknown fruit is long,...

    https://www.kdnuggets.com/2015/05/top-10-data-mining-algorithms-explained.html

  • Must-Know: How to evaluate a binary classifier

    ...nfusion matrix. e.g. there are 3 classes X, Y, Z in the response variable, so recall for each class will be calculated as below: Recall_X = TP_X/(TP_X+FN_X) Recall_Y = TP_Y/(TP_Y+FN_Y) Recall_Z = TP_Z/(TP_Z+FN_Z) Related: 17 More Must-Know Data Science Interview Questions and Answers 21 Must-Know...

    https://www.kdnuggets.com/2017/04/must-know-evaluate-binary-classifier.html

  • Top Stories, Aug 15-21: 10 Need to Know Machine Learning Algorithms; Does Data Scientist Mean What You Think It Means?

    ...R!, by Jose Portilla 7 Steps to Mastering Machine Learning With Python 5 EBooks to Read Before Getting into A Data Science or Big Data Career 21 Must-Know Data Science Interview Questions and Answers The Gentlest Introduction to Tensorflow Part 1 Does Data Scientist Mean What You Think It Means?...

    https://www.kdnuggets.com/2016/08/top-news-week-0815-0821.html

  • Top KDnuggets tweets, Mar 07-15: Great collection of Must Know Tips/Tricks in #DeepLearning

    ...Lessons for Brilliant #DataVisualization #vaccine #DataScience https://t.co/09EW1BbXZu https://t.co/jI5u29N19l Most Clicked: Great collection of Must Know Tips/Tricks in #DeepLearning #NeuralNetworks https://t.co/sv7eazjccp https://t.co/soFI9mAUqA Top 10 most engaging Tweets Great collection of...

    https://www.kdnuggets.com/2016/03/top-tweets-mar07-15.html

  • Top KDnuggets tweets, Nov 4-5: Venture capital in an age of algorithms; Stanford Big Data Mining Courses Online

    ...hru Dec 9 bit.ly/1b1VHdk Most Retweeted: Venture capital in an age of algorithms: using data science to fund startups buff.ly/1aYcHBf Most Favorited: Venture capital in an age of algorithms: using data science to fund startups buff.ly/1aYcHBf Top 10 Tweets Venture capital in an age of algorithms:...

    https://www.kdnuggets.com/2013/11/top-tweets-nov4-5.html

  • From Insight-as-a-Service to Insightful Applications

    ...management systems that store the big data on which they operate and learn from. Rich knowledge representation capabilities in order to encode domain knowledge as well as learned knowledge. Reasoning capabilities through which they reason over the represented knowledge. Machine learning, including...

    https://www.kdnuggets.com/2016/05/simoudis-insight-service-insightful-applications.html

  • Fraud Bots Mess Up Your Big Data

    ...big data. For further reading, see: http://www.slideshare.net/augustinefou/presentations. Bio: Dr. Augustine Fou is an industry recognized expect in digital ad fraud research. He has been advising clients on digital strategy and optimizing marketing campaigns for over 20 years. Dr. Fou was the...

    https://www.kdnuggets.com/2016/03/fraud-bots-mess-big-data.html

  • SAP: Reimagine Predictive Analytics for the Digital Enterprise – free download

    ...ctive Analytics for the Digital Enterprise Unlock the power of predictive analytics today       Reimagine Predictive Analytics for the Digital Enterprise   Unlock the power of predictive analytics today   Learn more   Digital transformation is driving profound changes,...

    https://www.kdnuggets.com/2016/10/sap-reimagine-predictive-analytics-digital-enterprise.html

  • Using the Economics Value Curve to Drive Digital Transformation

    ...get an Uptime Percentage increase from Up2 to Up3 (see Figure 3). Figure 3: Transforming The Economics Value Curve with Data and Analytics How do we digital transform our economics value curve? How do we use data, analytics and design to change the economic value curve? Doing the same old things,...

    https://www.kdnuggets.com/2018/12/economics-value-curve-drive-digital-transformation.html

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