Search results for Digital Venture Seed

    Found 285 documents, 10397 searched:

  • Unsupervised Investments: A Comprehensive Guide to AI Investors

    ...ompiled a list as extensive as possible of every investor I read or bumped into over the past months. It looks like there are at least 80 of them: 26 Ventures (NY): a seed investment fund focusing only on machine intelligence companies with 5 investments under the belt; 360 Capital Partners...

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

  • 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

  • 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

  • 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

  • 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

  • Introduction to Python Ensembles

    ...pandas as pd import matplotlib.pyplot as plt %matplotlib inline ### Import data # Always good to set a seed for reproducibility SEED = 222 np.random.seed(SEED) df = pd.read_csv('input.csv') ### Training and test set from sklearn.model_selection import train_test_split from sklearn.metrics import...

    https://www.kdnuggets.com/2018/02/introduction-python-ensembles.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

  • 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

  • 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

  • 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

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

    ...ive data analysis/reporting. The team is responsible for planning, design, and execution of complex/simultaneous A/B and multivariate testing for all digital experiences. The Director is a hands-on data driven person with the ability to collaborate across multiple teams, geographies and...

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

  • Southern Company: Web or Digital Analytics Technical Developer

    ...oordinate upgrades & new functionality with IT Work with stakeholders across the organization to increase understanding of the Tag Management and Digital Analytics implementation to extract its full value Work with analysts to be sure they can use the data captured to accomplish their original...

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

  • 2019 Best Masters in Data Science and Analytics – Europe Edition

    ...Data, including social media data, customer web traffic data and inventory process logs. (12-month program, $17,972 full tuition) NEW EM Lyon MSc in Digital Marketing & Data Science. This MSc is a 18-month program designed to grow a new generation of leading marketing specialists – digital...

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

  • 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

  • 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

  • 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

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

    ...responsibility is the development and refinement of the company's proprietary Velocity technology, which predicts and tracks the viral life-cycle of digital media content. Prior to joining Mashable, Haile led all research efforts for SocialFlow, one of the leading social media optimization...

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

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

    ...ion, scoring, and execution framework. The outlined technology is supported by a 13-person data science team and enables the execution of hundreds of digital campaigns with high performance simultaneously. References: 1 For a more detailed description of the system and the process used for building...

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

  • CTC-CCT: Digital Research Analyst

    ...ling and consistent image of our country in the international tourism marketplace. Share our vision? The Canadian Tourism Commission is looking for a Digital Research Analyst to join its team. Reporting to the Executive Director, Strategy and Research, you'll develop strategies, tools, platforms...

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

  • comScore: Lead Technical Analyst – Data Solutions

    ...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 think creatively to...

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

  • The Analytics of Digital Transformation, according to TCS

    ...ational big data requirements. The findings are published in several reports available online. (See the Tata Consultancy Services Web site, under the Digital Enterprise theme.) One of the key findings from these surveys was that many business leaders saw the impending digital transformation as...

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

  • Digital Marketing Data Analytics, Sr. Manager

    ...7 percent reduction in marketing acquisition costs 5-40 percent reduction in marketing costs And more. We invite you to learn more . Job Summary: The Digital Marketing Senior Manager will work with Accenture clients to understand their digital marketing needs, and translate those needs into...

    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

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

    ...er development, roster construction, and in-game strategy. Candidates should be passionate about both baseball and data analysis. Assistant Director, Digital Analytics at NYU Langone Health, New York, NY. - Oct 23, 2019. Analytics Strategy and Management of Analytics Priorities, Presentations, and...

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

  • Kohls: Manager, Digital Marketing Analytics

    ...etitive intelligence to drive business-critical decisions and able to present findings to Senior Leadership. PRIMARY RESPONSIBILITIES Responsible for Digital Attribution (data collection, tagging management, data integrity, advanced analytics & reporting) Responsible for story telling about the...

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

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

    ...ollows: Systems and Cybersecurity, Data Science, Education, Computer-Human Interaction and Creativity, and Organisational and Social Informatics. The Digital Health theme in the Faculty of Information Technology draws on capabilities in all the above areas, and is further grounded in collaborations...

    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

  • 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

  • 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

  • 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

  • Become the new generation of marketing technologists

    ...argherita Pagani, our "embassador" students and program advisor Thomas Cappelli.   Join the Q&A here   Why should you study a Master in Digital Marketing & Data Science? As the MSc in Digital Marketing & Data Science is now well into its second semester, we sat with...

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

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

    ...IL or Mount Olive, NJ Web: www.mars.com Position: Digital Business Translator _Contact_: Apply online. This is an exciting time at Mars. We’re using digital, data and user insights to transform our business by finding answers to problems that we’ve often never asked ourselves before. From joining...

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

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

    ...takes to be a part of an initiative within the Faculty of Information Technology, undertaking human-centred action-oriented research in the field of digital technologies for social justice? Collaborate with both doctoral students and academics in the planning and execution of the program of action...

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

  • 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

  • iCrossing: Supervisor, Insights and Data Science

    ...development of business-assumption based and statistic 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...

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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • Applying Machine Learning To March Madness

    ...l learn to predict from a dataset with simpler features. Incorporate historical information about tournament results (e.g Number of times that the 12 seed wins over the 5 seed in a first round matchup) Experiment with different ways of consolidating the 2 team vectors into one (e.g concantenating,...

    https://www.kdnuggets.com/2017/03/machine-learning-march-madness.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

  • Text Analytics 2015 – Technology and Market Overview

    ...Analytics Company based out of Heidelberg, Germany, announced a $4.5 million round of funding that it will use to push into the U.S. and the booming digital market” — that’s the SUMMICS product — following on a $600 thousand 2013 founding investment and a February 2014...

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

  • IRI: Digitial Media Consultant, Analytics

    ...impact of digital and other media on CPG shopping and product purchasing. The big picture function of this role is to analyze and interpret media and digital data trends/patterns and translate them into meaningful solutions for clients. Additional responsibilities include: The Digital Media...

    https://www.kdnuggets.com/jobs/14/11-17-iriworldwide-digitial-media-consultant-analytics.html

  • Senior Communications Officer

    ...l be responsible for project managing, prioritizing, and planning the website's features and enhancements. In addition, this role will help develop a digital analytics approach to ensure that ongoing digital strategies are informed by accurate data. Specifically, this role will gather and interpret...

    https://www.kdnuggets.com/jobs/13/02-05-gatesfoundation-senior-communications-officer.html

  • Data Scientist (13010974)

    …ng winning applications and developing new Big Data capabilities and innovative approaches that will elevate American Express to the forefront of the digital revolution. Responsibilities include: Developing high impact digital strategies that leverage Amex’s unique closed loop and Big Data…

    https://www.kdnuggets.com/jobs/13/08-29-americanexpress-data-scientist.html

  • From Big Data to Big Profits: A Lesson from Google’s Nest

    ...e to others. And Nest can do more and will do more as Google expands its capabilities and builds a bigger network of users. Not only does it create a digital record of operation, it can provide a means to digitally control the heating and cooling systems in a property from afar with other economic...

    https://www.kdnuggets.com/2015/07/big-data-big-profits-google-nest-lesson.html

  • Just How Smart Are Smart Machines?

    …word and image systems. Most were developed for particular applications and are slowly being modified to handle other types of cognitive situations. Digital Reasoning Systems Inc., for example, a company based in Franklin, Tennessee, that developed cognitive computing software for national…

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

  • UnitedHealth Group: UHC Digital Project Manager [Minnetonka, MN]

    ...no industry is moving faster than health care. On the other, no organization is better positioned to lead health care forward than United Healthcare Digital. That’s what makes this senior-level opportunity so inviting. Our goal is simple. Use data and technology in ways that help drive change and...

    https://www.kdnuggets.com/jobs/18/10-04-unitedhealth-group-uhc-digital-project-manager.html

  • Data Analytics Boosting Digital Engagement at Australian Open 2016

    Australian Open 2016 will be an unprecedented experience for every fan, thanks to the partnership between Tennis Australia and IBM. The next-generation fan experience will be powered by IBM’s Cognitive, Cloud, Analytics, Mobile, Social, Security and Systems solutions. Besides fan experience, this...

    https://www.kdnuggets.com/2016/01/data-analytics-digital-engagement-australian-open-2016.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

  • Markov Chains: How to Train Text Generation to Write Like George R. R. Martin

    ..._length=15, seed_length=2): current_words = seed.split(' ') if len(current_words) != seed_length: raise ValueError(f'wrong number of words, expected {seed_length}') sentence = seed for _ in range(chain_length): sentence+=' ' next_word = sample_next_word_after_sequence(' '.join(current_words))...

    https://www.kdnuggets.com/2019/11/markov-chains-train-text-generation.html

  • R vs Python: head to head data analysis

    …it if it has any missing values or isn’t numeric. We then use the cluster package to perform k-means and find 5 clusters in our data. We set a random seed using set.seed to be able to reproduce our results. In Python, we use the main Python machine learning package, scikit-learn, to fit a k-means…

    https://www.kdnuggets.com/2015/10/r-vs-python-data-analysis.html

  • The Surprising Complexity of Randomness

    ...llowing very simple equation to generate a series of random numbers: R = (387 x S + 217) // 954 Where: R is the random number to be produced S is the seed value for R // represents modular division, where the result will be the remainder of the division Starting with a seed value (S) of 43, the...

    https://www.kdnuggets.com/2017/06/surprising-complexity-randomness.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

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

    ...tial results are already impressive and fill us with excitement about what will be possible in the near future. Bio: Evangelos Simoudis is a seasoned venture investor and senior advisor to global corporations. His investing career started 15 years ago at Apax Partners and continued with Trident...

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

  • Microsoft is Becoming M(ai)crosoft

    ...oft has pioneered research in cognitive tech and was among the earliest acquirers at the emerging field; Microsoft seems to be very serious about the digital agent and smart software. These may become the next chapter for the company and an important milestone of the AI development. References:...

    https://www.kdnuggets.com/2016/04/microsoft-becoming-m-ai-crosoft.html

  • U. of Illinois at Urbana-Champaign: Open Rank Faculty Positions

    ...ontology, indexing, digital asset management, records management Cultural heritage informatics--contemporary archival research and practice including digital archives; community archives and archiving; convergence of libraries, archives and museums; digital preservation User...

    https://www.kdnuggets.com/jobs/17/10-09-illinois-faculty-positions.html

  • Accenture: Analytics Advisory Consultant

    ...changing everything. It’s everywhere – transforming how we work and play. Are you reacting to the disruption each day or 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-analytics-advisory-consultant.html

  • Adobe: Manager – Algorithms / Machine Learning, 30834

    Company: Adobe Location: San Jose, CA Web: www.adobe.com Description Adobe is changing the world through digital experiences. Our digital media and digital marketing solutions empower businesses to make, manage, measure, and monetize content. We are aggressively innovating to enrich content...

    https://www.kdnuggets.com/jobs/14/07-29-adobe-manager-algorithms-machine-learning.html

  • JDMDH: New Journal of Data Mining and Digital Humanities, submissions due Jun 25

    Journal of Data Mining & Digital Humanities publishes original research, review papers including but not limited to following fields and specifically about Digital Humanities Data (cultural, literary, philosophical, economical, psychological, sociological, opinion, ethnological, demographical,...

    https://www.kdnuggets.com/2013/05/new-journal-data-mining-digital-humanities.html

  • Accenture: Big Data Engineer

    ...changing everything. It’s everywhere – transforming how we work and play. Are you reacting to the disruption each day or 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-big-data-engineer.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

    ...form that into queries, sentences and full programs. I think [programming] it's still a very important thing to learn, but it will be more easy soon. Digital education: This is something growing each year, but for the next year we will see more people going into MOOCs, digital classes, online...

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

  • How to Automate Hyperparameter Optimization

    ...skopt.plots import plot_convergence We will now set the TensorFlow and Numpy seed as we want to get reproducible results. randomState = 46 np.random.seed(randomState) tf.set_random_seed(randomState) Shown below are some essential python global variables that we have declared. Among the variables,...

    https://www.kdnuggets.com/2019/06/automate-hyperparameter-optimization.html

  • The Evolution of a ggplot

    ...x2 = c(5.6, 4, 2.07, 2.78, 1.1), y1 = c(world_avg + 6, 10.5, 9, 9, 76), y2 = c(world_avg + 0.1, 18.32, 14.4, 11.85, 83.41195) ) ## final plot ## set seed to fix position of jittered points set.seed(123) ## final plot df_ratios %>% mutate(region = fct_reorder(region, -student_ratio_region))...

    https://www.kdnuggets.com/2019/07/evolution-ggplot.html

  • Testing Your Machine Learning Pipelines

    ...the test and gain all of the above advantages 🙂. So long and thanks for all the testing!   Bio: Kristina Young is a Senior Data Scientist at BCG Digital Ventures. She has previously worked at SoundCloud as a Backend and Data Engineer in the Recommendations team. Her previous experience is as a...

    https://www.kdnuggets.com/2019/11/testing-machine-learning-pipelines.html

  • Jun 2015 Analytics, Big Data, Data Mining Acquisitions and Startups Activity

    ...ional $1.5M to Power Corporate #Events #Analytics #BigDataCo t.co/4b5MPZCJb4 Jun 25: Appuri, Seattle provider of a customer data platform, raised $2M seed round led by Divergent Ventures #BigDataCo t.co/lJAmLnaCsr   Here are previous month activities May 2015 Analytics, Big Data, Data Mining...

    https://www.kdnuggets.com/2015/07/june-analytics-big-data-science-company-activity.html

  • Age homophily for predicting age of mobile phone customers

    ...ormance of 25%. Performance based on nodes topological properties Next, we looked at how performance depended on a node's topological relation to the seed set. We measured performance as a function of 1) seeds in a nodes neighborhood, 2) node's distance to the seed set, see Figure 3. We observed a...

    https://www.kdnuggets.com/2014/09/age-homophily-predicting-age-mobile-phone-customers.html

  • Fusion Media Group – Univision Communications: Data Scientist

    ...tasets. Recommend ways to further enrich these data. Use data to solve mission-critical business problems, in particular those related to: optimizing digital and linear content developing deeper understandings of our audiences across platforms improving the performance of our digital products. Help...

    https://www.kdnuggets.com/jobs/16/09-16-fusion-data-scientist.html

  • Starcom-Novartis: Measure Manager

    ...he right way to measure and optimize media effectiveness Help establish KPIs and benchmarks to measure campaign success Work with the teams to ensure digital tagging plan is set-up to enable accurate measurement against goals Meet with Digital team pre/live/post campaigns to help develop a seamless...

    https://www.kdnuggets.com/jobs/14/07-17-smvgroup-measure-manager.html

  • UnitedHealth Group: UHC Digital Director of Project Management [Minnetonka, MN]

    At: UnitedHealth Group Location: Minnetonka, MN Web: www.unitedhealthgroup.com Position: UHC Digital Director of Project Management _Contact_: Apply online. Position Description No industry is moving faster than health care. And no organization is better positioned to lead health care forward. We...

    https://www.kdnuggets.com/jobs/18/10-04-unitedhealth-group-uhc-digital-director-project-management.html

  • Adobe Research: Econometrics Data Scientist

    ...ths in media technologies, this team is focused on research opportunities in areas related to digital marketing and media optimization (e.g., Adobe's Digital Marketing Cloud). This researcher position will focus on discovering innovative approaches to leveraging advanced statistical and econometric...

    https://www.kdnuggets.com/jobs/13/12-11-adobe-econometrics-data-scientist-adobe-research.html

  • UnitedHealth Group: Director, Data Science [Minnetonka, MN]

    .... Act in a leadership role in the development of organizational benchmarks of key consumer metrics and performance indicators Quantify impacts of the digital experience on offline member behaviors and business operations Develop the analytics methodology strategy for quantifying and optimizing the...

    https://www.kdnuggets.com/jobs/18/12-19-unitedhealth-group-director-data-science.html

  • About KDnuggets

    ...cial Intelligence Power 100, Rise.Global, July 2019. In Top Artificial Intelligence Influencers To Follow in 2019, Marktechpost, Apr 2019. In Top 100 Digital Influencers, Digital Scouting, Feb 2019. KDnuggets Editor Gregory Piatetsky was no. 1 in LinkedIn Top Voices 2018: Data Science & Analytics,...

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

  • Cisco: Machine Learning Engineer/Support Bot Designer [Raleigh, NC]

    ...velopment methodologies that can be leveraged to deploy conversational Bot/VA solutions globally, both on-premise and in the cloud. You will lead our Digital Transformation team to use and implement the tools of the Bot/VA platform to setup the intents and entities, configure the dialogue flow, and...

    https://www.kdnuggets.com/jobs/19/03-29-cisco-machine-learning-engineer-support-bot-b.html

  • Blockchain Key Terms, Explained

    ...t address and a private key. For a bitcoin wallet, the wallet address is public but the private key is needed to verify with the whole network that a digital signature matches and the transaction is valid. 10. Smart Contract A smart contract is a digital agreement stored on the blockchain that is...

    https://www.kdnuggets.com/2017/11/blockchain-key-terms-explained.html

  • NPR: Data Scientist

    ...gh NPR and determine all parameters for analysis Create information strategy for cross-platform analytics Assure data quality and integrity for NPR's digital metrics systems Actively troubleshoot data issues and collaborate with developers and vendors to resolve data issues and upgrade systems...

    https://www.kdnuggets.com/jobs/13/12-18-npr-data-scientist.html

  • Yahoo Lecture: Big Data, Global Diplomacy and Digital Heartbeat, by Kalev Leetaru

    ...rs and most recently he was selected as the Yahoo! Fellow in Residence of International Values, Communications Technology & the Global Internet at the Institute for the Study of Diplomacy in Georgetown, where he delivered the lecture below. Yahoo! Lecture: Big Data, Global Diplomacy and Our...

    https://www.kdnuggets.com/2013/12/yahoo-lecture-big-data-global-diplomacy-digital-heartbeat-by-kalev-leetaru.html

  • Uber-fication! Uberize Your Business

    …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/2017/01/uber-uberize-your-business.html

  • The What, Where and How of Data for Data Science">Silver BlogThe What, Where and How of Data for Data Science

    ...data Keep in mind that big data is extremely varied, therefore instead of ‘numerical’ vs ‘categorical’, the labels are ‘text’, ‘digital image data’, ‘digital video data’, digital audio data’, and so on. Data cleansing The methods here are massively varied, too; for example, you can verify that a...

    https://www.kdnuggets.com/2018/06/what-where-how-data-science.html

  • 3 Ways to Build an Analytics Dream Team

    ...more than savvy social media. Accenture’s Technology Vision 2016 predicts leading companies that develop a people first approach will win in today’s digital economy. “Companies that embrace digital can empower their workforce to continuously learn new skills to do more with technology and generate...

    https://www.kdnuggets.com/2016/04/3-ways-build-analytics-dream-team.html

  • RE.WORK Connect: Shaping a Hyper-connected World

    ...; Bryan Mistele, President & CEO of INRIX, will discuss Connecting Cars for Smarter Cities; Danielle Cojuangco, Head of Product Design at Proteus Digital Health will explore the new era of digital medicine and wearable sensors.   Sessions will include: Smart Cities IoT Machine Learning...

    https://www.kdnuggets.com/2015/10/rework-connect-summit-san-francisco-november.html

  • Social Media & Web Analytics Innovation Summit 2014: Day 1 Highlights

    ...ed "actionability" as digital product improvements i.e. existing feature enhancements, adding new features, etc. He discussed how our thinking of the digital space has evolved, as now digital is a medium to engage and delight customers. So, the importance of customer engagement has been accentuated...

    https://www.kdnuggets.com/2014/05/social-media-web-analytics-summit-san-francisco-talks-day-1.html

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

    ...highlights from Day 1 (Sept 17, 2014): Cameron Partridge, Director, Digital Analytics & Information Management, GE Capital talked about how combining digital analytics with user experience research can help optimize customer experience. He emphasized that companies should go for valuable data...

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

  • Building an intelligent Digital Assistant

    ...ing an AI application and reflect on why we chose not to utilise deep learning as the core technology used.   At Aiqudo we have built a personal digital assistant for smart phones. Our goal is to understand what users are saying, figure out their intent and execute the correct action for them...

    https://www.kdnuggets.com/2019/10/there-thing-free-lunch-part-2.html

  • Cisco: Support Bot Designer/Engineer [Raleigh, NC]

    ...velopment methodologies that can be leveraged to deploy conversational Bot/VA solutions globally, both on-premise and in the cloud. You will lead our Digital Transformation team to use and implement the tools of the Bot/VA platform to setup the intents and entities, configure the dialogue flow, and...

    https://www.kdnuggets.com/jobs/19/03-05-cisco-support-bot-designer-engineer.html

  • OpenText Data Digest Sep 25: US Maps

    …ude Florida, Texas and Massachusetts. Startups are big money. VCs invested more than $48.3 billion in 2014 according to data released by the National Venture Capital Association. That seed money supported upwards of 4,356 deals. Series A funds are typically used to get a company going, while…

    https://www.kdnuggets.com/2015/10/opentext-data-digest-sep-25-us-maps.html

  • Machine Learning Trends and the Future of Artificial Intelligence

    ...ing and maintaining machine learning systems. “Every successful new application built today will be an intelligent application,” Soma Somasegar said, venture partner at Madrona Venture Group. “Intelligent building blocks and learning services will be the brains behind apps.” Below is an overview of...

    https://www.kdnuggets.com/2016/06/machine-learning-trends-future-ai.html

  • KDnuggets™ News 13:n14, Jun 5

    ...and Big Data in Motion. JDMDH: New Journal of Data Mining and Digital Humanities, submissions due Jun 25 - May 25, 2013. Journal of Data Mining & Digital Humanities will publish original research, review papers with the focus on Digital Humanities Data. First issue is planned in August, and...

    https://www.kdnuggets.com/2013/n14.html

  • 7 Steps to Understanding Computer Vision

    ...nd comes in with lot of exercises. You can find videos on Youtube or wait for the next session on Coursera starting September 2016. Refer to the book Digital Image Processing by Gonzalez and Woods. Go through the examples of the concepts as taught by this course on MATLAB. Step 3 - Computer Vision...

    https://www.kdnuggets.com/2016/08/seven-steps-understanding-computer-vision.html

  • 5 Decisive Technology Trends which will Make or Break the Manufacturing Momentum in 2017

    ...sical and virtual worlds, to depict the real-time status of the stacks of data collected by IIoT sensors. Manufacturers would need to integrate these Digital Twins into their maintenance schedules, to save millions of dollars on part replacements. The U.S. Air Force plans maintenance of jet engines...

    https://www.kdnuggets.com/2017/02/5-decisive-technology-trends-manufacturing-momentum.html

  • Chief Data Officer Toolkit: Leading the Digital Business Transformation – Part 2

    comments The first part of the CDO Toolkit provided the CDO with a process of identifying, assessing, and estimating the value of the organization’s data in support of the organization’s key business initiatives. CDO also needs a process for capturing, refining and re-using the organization’s...

    https://www.kdnuggets.com/2016/11/schmarzo-cdo-toolkit-leading-digital-business-transformation-part-2.html

  • Gartner 2015 Hype Cycle: Big Data is Out, Machine Learning is in

    ...a. Enterprise 3D printing and gesture control technologies are heading for the plateau fast but are currently placed in the "slope of enlightenment". Digital dexterity is new, Today's employees possess a greater degree of digital dexterity," said Matt Cain, research vice president at Gartner. "They...

    https://www.kdnuggets.com/2015/08/gartner-2015-hype-cycle-big-data-is-out-machine-learning-is-in.html

  • Paradoxes of Data Science

    …moditized skill of secondary importance to the much more urgently needed tasks requiring real skills associated with managing the architecture of the digital fire hose. A corollary to this is the simplifying assumption that anyone with a computer science background has the requisite statistical and…

    https://www.kdnuggets.com/2015/08/paradoxes-data-science.html

  • Additions to KDnuggets Directory in April

    ...7-8, Chief Data Officer Summit 2014. London, UK. May 8, Open Analytics Summit. New York, NY, USA. May 12-14, Big Data Con. Mainz, Germany. May 14-15, Digital & Web Analytics Summit, Gain Actionable & Impactful Digital Insight. London, UK. May 22-23, Chief Data Officer Summit. San Francisco,...

    https://www.kdnuggets.com/2014/05/added-to-kdnuggets-in-april.html

  • Merkle: Data Operations Lead

    ...ransfers from clients and client teams to Data Operations team and back out to our partners and clients Serve as operations subject matter expert for digital and traditional data process Design rigorous processes and workflows to ensure excellent execution and communication with the key team...

    https://www.kdnuggets.com/jobs/15/07-02-merkleinc-data-operations-lead.html

  • Age of AI Conference 2018 – Day 2 Highlights

    ...omy of Adversarial examples Targeted vs. Non-targeted: Non-targeted means you are not targeting a specific output White box and Black box Physical vs Digital attack Do check out link to a paper below about other taxonomy entries, like Perturbation Scope, Perturbation Measurement, etc. How to craft...

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

  • Consulting Companies in Analytics, Data Mining, Data Science, and Machine Learning

    ...stems. Slovakia/Austria. KUDWI, offering Business Analytics Consulting and training in R, Tableau, and more. Chennai, India and Toronto, Canada. Lake Digital LLC delivers best in class data management, data integration, and analytics services for digital marketing and advertising campaigns. Ohio...

    https://www.kdnuggets.com/companies/consulting.html

  • Hadoop is Not Failing, it is the Future of Data

    …lved to overcome the limitations of existing data approaches (RDBMS & EDW) to keep up data architecture & analysis challenges inherent in the Digital application stack. These challenges include – The challenge of data volume explosion – please read blog for a detailed discussion. The…

    https://www.kdnuggets.com/2017/04/hadoop-not-failing-future-data.html

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

    ...many variables of data while still remaining understandable and readable Yottabytes: approximately 1000 Zettabytes, or 250 trillion DVD’s. The entire digital universe today is 1 Yottabyte and this will double every 18 months. You must read this article to know more about all these terms....

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

  • Best Masters in Data Science and Analytics – Europe Edition

    ...nalyse and use data in strategic, tactical and operational decision making under uncertainty; prepare students for an efficient leadership within the digital transformation to create value for businesses and society; and bridge the gap between university education and professional needs. (24-month...

    https://www.kdnuggets.com/2017/12/best-masters-data-science-analytics-europe.html

  • Top 10 Technology Trends of 2018">Gold BlogTop 10 Technology Trends of 2018

    ...y on the internet, the blockchain technologies are becoming increasingly relevant. In a system using blockchain, it is nearly impossible to forge any digital transactions, so the credibility of such systems will surely strengthen. This approach can become fundamental for disruptive digital business...

    https://www.kdnuggets.com/2018/04/top-10-technology-trends-2018.html

  • Foot Locker: Sr Solutions Architect (Personalization/Adobe Technologies)

    ...transformation of Foot Locker in partnership with members of the data, CX and infrastructure teams. This role has end-to-end responsibilities for our Digital Analytics platform - from design, thru technical specification, to delivery. The current implementation is centered on Adobe Marketing Cloud...

    https://www.kdnuggets.com/jobs/18/03-30-foot-locker-solutions-architect-personalization.html

  • Help Define the Future of Open Source Data Management, Boston, June 26-28

    ...requirements. Explore how innovation in Postgres and the open source ecosystem will meet today’s challenges at Postgres Vision, June 26-28 in Boston. Digitalization—the integrated use of analytics, big data, the cloud, the Internet of Things (IoT), and mobile—is driving change at unprecedented...

    https://www.kdnuggets.com/2017/04/postgres-vision-boston-open-source-data-management.html

  • UBS Research: Digital/Web Analytics Manager

    Company: UBS Research Location: New York, NY Web: www.ubs.com If you're an experienced campaign analyst, you're probably frustrated by the siloed nature of most campaign reporting capabilities. The web team talks to the e-mail team, who isn't measuring things the same way; clicks get attributed...

    https://www.kdnuggets.com/jobs/14/05-22-ubs-digital-web-analytics-manager.html

  • Best practices of orchestrating Python and R code in ML projects

    …e(‘Arguments error. Usage:\n’) sys.stderr.write(‘\tpython train_model.py INPUT_MATRIX_FILE SEED OUTPUT_MODEL_FILE\n’) sys.exit(1) input = sys.argv[1] seed = int(sys.argv[2]) output = sys.argv[3] df = ft.read_dataframe(input) labels = df.loc[:,’label’] x = df.loc[:, df.columns != ‘label’] clf =…

    https://www.kdnuggets.com/2017/10/best-practices-python-r-code-ml-projects.html

  • Deep Conversations: Lisha Li, Principal at Amplify Partners

    ...ing? Using Machine Learning for your day to day investing decisions? Any chance of this happening? LL: It sounds like a cool story to tell but at the seed stage, the signal is so sparse and noisy that it is hard to train any model on it. Metrics are hard to come by – it just boils down to how good...

    https://www.kdnuggets.com/2018/05/deep-conversations-lisha-li-amplify-partners.html

  • How AI will transform healthcare (and can it fix the US healthcare system?)">Silver BlogHow AI will transform healthcare (and can it fix the US healthcare system?)

    ...ail. Data Says Otherwise" argues that the real failure rate is lower stating "...a global investment firm based in Boston, tracked the performance of venture investments in 27,259 startups between 1990 and 2010. Its research reveals that the real percentage of venture-backed startups that fail—as...

    https://www.kdnuggets.com/2019/09/ai-transform-healthcare.html

  • The Current Hype Cycle in Artificial Intelligence

    ...44]. According to CBInsights, 658 AI startups obtained funding in 2016 alone and are actively pursuing their business plans [145]. In fact, to obtain venture funding today, most new business plans need to have at least some mention of AI. Figure 1: Venture Funding for AI Startups (Source:...

    https://www.kdnuggets.com/2018/02/current-hype-cycle-artificial-intelligence.html

  • How to Build Your Own Logistic Regression Model in Python

    ...e of random function, so that it can generate some random numbers on multiple execution of the code on the same machine or on different machines. The seed value chosen is 10 with 10000 data points. The multivariate normal is a generalization of the one-dimensional normal distribution to higher...

    https://www.kdnuggets.com/2019/10/build-logistic-regression-model-python.html

  • Data Augmentation: How to use Deep Learning when you have Limited Data

    ...commands to perform random crops crop_size = [new_height, new_width, channels] seed = np.random.randint(1234) x = tf.random_crop(x, size = crop_size, seed = seed) output = tf.images.resize_images(x, size = original_size) 5. Translation Translation just involves moving the image along the X or Y...

    https://www.kdnuggets.com/2018/05/data-augmentation-deep-learning-limited-data.html

  • 2018’s Top 7 R Packages for Data Science and AI

    ...he flights data set. First, let’s do some data preparation: library(nycflights13) library(dplyr) library(ggplot2) library(stringr) library(infer) set.seed(2017) fli_small <- flights %>% na.omit() %>% sample_n(size = 500) %>% mutate(season = case_when( month %in% c(10:12, 1:3) ~...

    https://www.kdnuggets.com/2019/01/vazquez-2018-top-7-r-packages.html

  • What my first Silver Medal taught me about Text Classification and Kaggle in general?

    ...of the competition, everyone was trying to get the best possible rank on the public LB. It is just human nature. A lot of discussions was around good seeds and bad seeds for neural network initialization. While it seems okay in the first look, the conversation went a stage further where people...

    https://www.kdnuggets.com/2019/05/silver-medal-text-classification-kaggle.html

  • NIPS 2017 Key Points & Summary Notes

    ...on the exact same task depending on the random seed chosen. That is, A achieved statistically significant superior performance over B with one random seed, while this dominance was flipped with a different random seed. I really like this work, and again take it to be at just the right time....

    https://www.kdnuggets.com/2017/12/nips-2017-key-points-summary-notes.html

  • The New Neural Internet is Coming

    ...specific categories. For example, the Text2Image network is capable of translation textual image description into the image itself. By varying random seed that is concatenated to the “meanings” vector we are able to produce an infinite number of birds image, matching description. The opportunity...

    https://www.kdnuggets.com/2018/02/new-neural-internet-coming.html

  • A Neural Network in 11 lines of Python

    ...;y = np.array([[0,0,1,1]]).T 17 18. # seed random numbers to make calculation 19. # deterministic (just a good practice) 20. np.random.seed(1) 21 22. # initialize weights randomly with mean 0 23. syn0 = 2*np.random.random((3,1)) - 1 24 25. for iter in xrange(10000): 26...

    https://www.kdnuggets.com/2015/10/neural-network-python-tutorial.html

  • How A Data Scientist Can Improve Productivity

    …ata/Posts.xml data/Posts.tsv python # Split training and testing dataset. Two output files. # 0.33 is the test dataset splitting ratio. 20170426 is a seed for randomization. $ dvc run python code/split_train_test.py data/Posts.tsv 0.33 20170426 data/Posts-train.tsv data/Posts-test.tsv # Extract…

    https://www.kdnuggets.com/2017/05/data-scientist-improve-productivity.html

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