- 10 Key AI & Data Analytics Trends for 2022 and Beyond - Dec 17, 2021.
What AI and data analytics trends are taking the industry by storm this year? This comprehensive review highlights upcoming directions in AI to carefully watch and consider implementing in your personal work or organization.
2022 Predictions, AI, Data, Data Analysis, Deep Learning, Environment, Low-Code, No-Code, Python, Trends
- Main 2021 Developments and Key 2022 Trends in AI, Data Science, Machine Learning Technology - Dec 10, 2021.
Our panel of leading experts reviews 2021 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.
2022 Predictions, AI, Carla Gentry, Data Science, Doug Laney, Kate Strachnyi, Kirk D. Borne, Machine Learning, Predictions, Tom Davenport, Trends
- 2021: A Year Full of Amazing AI papers — A Review - Dec 2, 2021.
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.
AI, Papers with code, Research, Review, Trends
Where NLP is heading - Nov 18, 2021.
Natural language processing research and applications are moving forward rapidly. Several trends have emerged on this progress, and point to a future of more exciting possibilities and interesting opportunities in the field.
AI, Computer Vision, NLP, Transformer, Trends
- 2021 Data Engineer Salary Report Shares Insights on a Swiftly Evolving Market - Oct 19, 2021.
Over the past few years, the data engineering market has seen tremendous growth. The acceleration of the data engineering market prompted us to create a new report specifically for data engineering professionals. You can download both the 2021 Data Engineering and 2021 Data Science & Analytics salary reports from our website for free.
Burtch Works, Data Engineer, Hiring, Salary, Trends
- Future Says Series | Discover the Future of AI - Sep 1, 2021.
This innovative project brings together industry thought leaders from top tech companies such as Google, PwC, King, DNB, Piab, Scania, Telefonica, and more to discuss what the future holds for data and AI. Watch Future Says Series as industry experts discuss real-life examples how they are scaling AI successfully within their organizations.
AI, Altair, Industry, Trends
- KDnuggets™ News 21:n26, Jul 14: Pandas not enough? Here are a few good alternatives to processing larger and faster data in Python; 5 Python Data Processing Tips - Jul 14, 2021.
If Pandas not enough, here are a few good alternatives to processing larger and faster data in Python; 5 Python Data Processing Tips and Code Snippets; Relax! Data Scientists will not go extinct in 10 years, but the role will change; How to Get Practical Data Science Experience to be Career-Ready.
Pandas, Python, Trends
Relax! Data Scientists will not go extinct in 10 years, but the role will change - Jul 7, 2021.
About 70% of KDnuggets readers think that the demand for Data Scientists will increase, and 50% think it will increase significantly. At the same time, over 90% think the role of Data Scientist will change. What will the Data Scientist role be in 10 years?
Data Scientist, Poll, Trends
What will the demand for Data Scientists be in 10 years? Will Data Scientists be extinct? - Jun 24, 2021.
Participate in the latest KDnuggets survey and share your opinion: what does the next decade have in store for data scientist demand?
Data Science, Data Scientist, Poll, Survey, Trends
- KDnuggets™ News 21:n22, Jun 16: Data Scientists Extinct in 10 Years? Generate Automated PDF Documents with Python - Jun 16, 2021.
Data Scientists be extinct in 10 years? How to generate PDF Documents with Python; Top 10 Data Science Projects for Beginners; Five types of thinking for a high performing data scientist; and how to get interactive plots directly with Pandas.
Career Advice, Data Scientist, PDF, Project, Python, Trends
- Top Data and Analytics Trends - May 27, 2021.
Experts and enthusiasts have already started pondering over the data and analytics trends that are expected to take the center stage, going forward. The following is a list of top trends which will dominate the market this year.
Analytics, Data Analytics, Trends
- 6 Business Trends Benefiting Data Scientists - May 21, 2021.
Here are six business trends making data scientists even more in-demand.
Business, Data Science, Data Scientist, Trends
- One Million KDnuggets Visitors in March. Wow. - Apr 3, 2021.
KDnuggets has reached an amazing milestone of one million unique visitors in March 2021. We review how we got here.
About KDnuggets, History, Trends
- Data Annotation: tooling & workflows latest trends - Mar 17, 2021.
As AI continues to boom, improved technologies and processes for data labeling and annotation are on the rise. iMerit, a leader in providing high-quality data for Machine Learning and AI, shares the latest trends in annotation workflow and tooling.
Data Annotation, Data Preparation, iMerit, Trends
10 Amazing Machine Learning Projects of 2020 - Mar 15, 2021.
So much progress in AI and machine learning happened in 2020, especially in the areas of AI-generating creativity and low-to-no-code frameworks. Check out these trending and popular machine learning projects released last year, and let them inspire your work throughout 2021.
Chatbot, Deep Learning, Image Processing, Machine Learning, Project, Trends
- Baidu Research: 10 Technology Trends in 2021 - Jan 29, 2021.
Understanding future technology trends may never have been as important as it is today. Check out the prediction of the 10 technology trends in 2021 from Baidu Research.
2021 Predictions, Baidu, Research, Trends
Cloud Computing, Data Science and ML Trends in 2020–2022: The battle of giants - Jan 22, 2021.
Kaggle’s survey of ‘State of Data Science and Machine Learning 2020’ covers a lot of diverse topics. In this post, we are going to look at the popularity of cloud computing platforms and products among the data science and ML professionals participated in the survey.
AWS, Cloud Computing, Data Science, Google Cloud, Kaggle, Machine Learning, Microsoft Azure, Trends
- Top 5 Artificial Intelligence (AI) Trends for 2021 - Jan 21, 2021.
From voice and language driven AI to healthcare, cybersecurity and beyond, these are some of the key AI trends for 2021.
2021 Predictions, AI, Cloud Computing, GPT-3, Speech Recognition, Trends
- Data Science and Analytics Career Trends for 2021 - Jan 18, 2021.
Let's check out what are the new data science and analytics career trends for 2021 that may also shape the career options in the future.
Analytics, Career, Data Science, Great Learning, Trends
- 11 Industrial AI Trends that will Dominate the World in 2021 - Jan 7, 2021.
These trends broadly cover the three themes of: Where will businesses adopt AI in 2021? How will AI become more accessible? How will AI capabilities evolve?
2021 Predictions, AI, Trends
- 2020: A Year Full of Amazing AI Papers — A Review - Dec 28, 2020.
So much happened in the world during 2020 that it may have been easy to miss the great progress in the world of AI. To catch you up quickly, check out this curated list of the latest breakthroughs in AI by release date, along with a video explanation, link to an in-depth article, and code.
AI, Research, Trends
- Industry 2021 Predictions for AI, Analytics, Data Science, Machine Learning - Dec 16, 2020.
We bring you industry predictions from 12 innovative companies - what key trends they expect in 2021 in AI, Analytics, Data Science, and Machine Learning?
2021 Predictions, Alteryx, Dremio, Industry, Lexalytics, MathWorks, SAS, Trends
Main 2020 Developments and Key 2021 Trends in AI, Data Science, Machine Learning Technology - Dec 9, 2020.
Our panel of leading experts reviews 2020 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.
2021 Predictions, AI, AutoML, Bill Schmarzo, Carla Gentry, COVID-19, Doug Laney, GPT-3, Kirk D. Borne, Machine Learning, MLOps, Predictions, Ronald van Loon, Tom Davenport, Trends
- KDnuggets™ News 20:n46, Dec 9: Why the Future of ETL Is Not ELT, But EL(T); Introduction to Data Engineering - Dec 9, 2020.
Learn why the future if ETL is not ELT, but EL(T) and what does that mean; Read a great intro to Data Engineering; Get expert opinions on the main developments in 2020 and key trends in 2021 in AI, Data Science, Machine Learning; NoSQL for Beginners; and more.
2021 Predictions, Data Engineering, ETL, TensorFlow, Trends
The Rise of the Machine Learning Engineer - Nov 23, 2020.
The evolution of Big Data into machine learning applications ushered in an exciting era of new roles and skillsets that became necessary to implement these technologies. With the Machine Learning Engineer being such a crucial component today, where the evolution of this field will take us tomorrow should be fascinating.
Data Engineer, Data Engineering, Data Scientist, Machine Learning Engineer, Trends
- Compute Goes Brrr: Revisiting Sutton’s Bitter Lesson for AI - Nov 19, 2020.
"It's just about having more compute." Wait, is that really all there is to AI? As Richard Sutton's 'bitter lesson' sinks in for more AI researchers, a debate has stirred that considers a potentially more subtle relationship between advancements in AI based on ever-more-clever algorithms and massively scaled computational power.
AI, AlphaGo, Machine Learning, OpenAI, Richard Sutton, Scalability, Trends
- 9 Developing Data Science & Analytics Job Trends - Sep 7, 2020.
With so much disruption in 2020 already, a recent report by Burtch Works looks ahead to next year and beyond, and shares insights about how today's hiring market trends may impact our work lives for years to come.
Analytics, Burtch Works, Career, COVID-19, Data Science, Jobs, Trends
Must-read NLP and Deep Learning articles for Data Scientists - Aug 21, 2020.
NLP and deep learning continue to advance, nearly on a daily basis. Check out these recent must-read guides, feature articles, and other resources to keep you on top of the latest advancements and ahead of the curve.
Deep Learning, Google, GPT-3, NLP, OpenAI, Privacy, Research, Self-Driving, TensorFlow, Trends
- KDnuggets™ News 20:n30, Aug 5: What Employers are Expecting of Data Scientist Role; I have a joke about… - Aug 5, 2020.
Know What Employers are Expecting for a Data Scientist Role in 2020; I have a joke about …; First Steps of a Data Science Project; Why You Should Get Google's New Machine Learning Certificate; Awesome Machine Learning and AI Courses
AI, Career Advice, Certificate, Courses, Data Science, Data Scientist, Google, Humor, Machine Learning, Trends
- 5 Big Trends in Data Analytics - Jul 30, 2020.
Data analytics is the process by which data is deconstructed and examined for useful patterns and trends. Here we explore five trends making data analytics even more useful.
Analytics, Blockchain, Data Analytics, NLP, Trends
The Bitter Lesson of Machine Learning - Jul 15, 2020.
Since that renowned conference at Dartmouth College in 1956, AI research has experienced many crests and troughs of progress through the years. From the many lessons learned during this time, some have needed to be re-learned -- repeatedly -- and the most important of which has also been the most difficult to accept by many researchers.
AI, AlphaGo, Chess, Machine Learning, Reinforcement Learning, Richard Sutton, Scalability, Trends
- Largest Dataset Analyzed – Poll Results and Trends - Jul 1, 2020.
The results show that despite the deluge of Big Data, large majority still works in Gigabyte or Megabyte-size datasets. Data Scientists work with the largest-size datasets, followed by Data Engineers, Data Analysts, and Business Analysts. Read more for details.
Data Scientist, Dataset, Largest, Poll, Trends
- The Unreasonable Progress of Deep Neural Networks in Natural Language Processing (NLP) - Jun 29, 2020.
Natural language processing has made incredible advances through advanced techniques in deep learning. Learn about these powerful models, and find how close (or far away) these approaches are to human-level understanding.
Deep Learning, LSTM, NLP, Transfer Learning, Transformer, Trends
- Will Machine Learning Engineers Exist in 10 Years? - May 8, 2020.
As can be common in many technical fields, the landscape of specialized roles is evolving quickly. With more people learning at least a little machine learning, this could eventually become a common skill set for every software engineer.
Advice, AutoML, Career, Machine Learning Engineer, Trends
- Coronavirus Trends – what can we learn - Mar 31, 2020.
We examine the coronavirus trends, and look at death rates from Covid-19, including absolute numbers, adjusted for population, and daily change rates. The daily change rates are declining for almost all countries, including Italy and Spain, but remaining alarmingly high for US and especially New York State.
Coronavirus, Healthcare, Italy, Spain, Trends, U. of Washington, USA
- When Will AutoML replace Data Scientists? Poll Results and Analysis - Mar 16, 2020.
Will AI always be 5-10 years away? The majority of respondents to this poll think that AutoML will reach expert level in 5-10 years. Interestingly, it is about the same as 5 years ago. We examine the trends by AutoML experience, industry, and region.
Automated Data Science, AutoML, Humans vs Machines, Poll, Trends
- Trends in Machine Learning in 2020 - Mar 5, 2020.
Many industries realize the potential of Machine Learning and are incorporating it as a core technology. Progress and new applications of these tools are moving quickly in the field, and we discuss expected upcoming trends in Machine Learning for 2020.
Machine Learning, Security, Trends
- 7 Data Trends for 2020 (and one non-trend) - Feb 24, 2020.
This article discusses trends that will (and won't) take shape in 2020.
2020 Predictions, Data Engineering, Data Science, Trends
- Prepare for a Long Battle against Deepfakes - Feb 21, 2020.
While deepfakes threaten to destroy our perception of reality, the tech giants are throwing down the gauntlet and working to enhance the state of the art in combating doctored videos and images.
AI, Crime, Deepfakes, Facebook, Google, Politics, Trends, Twitter
The Death of Data Scientists – will AutoML replace them? - Feb 20, 2020.
Soon after tech giants Google and Microsoft introduced their AutoML services to the world, the popularity and interest in these services skyrocketed. We first review AutoML, compare the platforms available, and then test them out against real data scientists to answer the question: will AutoML replace us?
AutoML, Data Scientist, Trends
- Top 5 Data Science Trends for 2020 - Feb 4, 2020.
As Data Science continues to expand into the next decade, this article features five important trends in the field that are expected in 2020. Leverage these trends to help improve your business processes for maximizing growth.
2020 Predictions, AI, Data Science, IoT, Security, Trends
Top 10 AI, Machine Learning Research Articles to know - Jan 30, 2020.
We’ve seen many predictions for what new advances are expected in the field of AI and machine learning. Here, we review a “data set” based on what researchers were apparently studying at the turn of the decade to take a fresh glimpse into what might come to pass in 2020.
2020 Predictions, Adversarial, Anomaly Detection, Autoencoder, Convolutional Neural Networks, Graph Theory, NLP, Transformer, Trends
- A bird’s-eye view of modern AI from NeurIPS 2019 - Jan 28, 2020.
With the explosion of the field of AI/ML impacting so many applications and industries, there is great value coming out of recent progress. This review highlights many research areas covered at the NeurIPS 2019 conference recently held in Vancouver, Canada, and features many important areas of progress we expect to see in the coming year.
AI, Efficiency, GANs, Graph, Interpretability, MLOps, Neural Networks, NeurIPS, NLP, Reinforcement Learning, Trends
- The Decade of Data Science - Jan 27, 2020.
With the last decade being so strong for the emerging field of Data Science, this review considers current trends in the industry, popular frameworks, helpful tools, and new tools that can be leveraged more in the future.
Containers, Data Science, Transfer Learning, Trends
- KDnuggets™ News 20:n03, Jan 22: I wanna be a data scientist, but… how? Top 10 Technology Trends for 2020 - Jan 22, 2020.
If you want to be a Data Scientist, but not sure how to start - there is a perfect blog for you; Baidu top 10 technology trends for 2020; Math for programmers!; The future of Machine Learning; and more.
Career, Data Scientist, Mathematics, Trends
- Top 5 AI trends for 2020 - Jan 21, 2020.
We are all witnessing a staggering growth of AI technology with so many new benefits for people while also changing the way we live and work. As AI continues to grow, which applications will have a significant impact in 2020?
2020 Predictions, AI, Automation, Chatbot, Healthcare, Privacy, Retail, Trends
- Industry AI, Analytics, Machine Learning, Data Science Predictions for 2020 - Dec 16, 2019.
Predictions for 2020 from a dozen innovative companies in AI, Analytics, Machine Learning, Data Science, and Data industry.
2020 Predictions, Alteryx, Analytics, Caserta, dotData, Industry, Lexalytics, MathWorks, StreamSets, Trends
- What just happened in the world of AI? - Dec 12, 2019.
The speed at which AI made advancements and news during 2019 makes it imperative now to step back and place these events into order and perspective. It's important to separate the interest that any one advancement initially attracts, from its actual gravity and its consequential influence on the field. This review unfolds the parallel threads of these AI stories over this year and isolates their significance.
AI, AutoML, Bias, Deep Learning, DeepMind, GANs, GPT-2, NLP, OpenAI, Reinforcement Learning, Trends
AI, Analytics, Machine Learning, Data Science, Deep Learning Technology Main Developments in 2019 and Key Trends for 2020 - Dec 11, 2019.
We asked leading experts - what are the most important developments of 2019 and 2020 key trends in AI, Analytics, Machine Learning, Data Science, and Deep Learning? This blog focuses mainly on technology and deployment.
2020 Predictions, AI, Analytics, Bill Schmarzo, Carla Gentry, Data Science, Doug Laney, Jen Underwood, Kate Strachnyi, Machine Learning, Meta Brown, Ronald van Loon, Tom Davenport, Trends
- The 4 Hottest Trends in Data Science for 2020 - Dec 9, 2019.
The field of Data Science is growing with new capabilities and reach into every industry. With digital transformations occurring in organizations around the world, 2019 included trends of more companies leveraging more data to make better decisions. Check out these next trends in Data Science expected to take off in 2020.
2020 Predictions, Automated Data Science, AutoML, Cloud Computing, Data Science, NLP, Privacy, Security, Trends
- Beyond Word Embedding: Key Ideas in Document Embedding - Oct 11, 2019.
This literature review on document embedding techniques thoroughly covers the many ways practitioners develop rich vector representations of text -- from single sentences to entire books.
LDA, NLP, Topic Modeling, Trends, Word Embeddings
The Future of Analytics and Data Science - Sep 26, 2019.
Learn about the current and future issues of data science and possible solutions from this interview with IADSS Co-founder, Dr. Usama Fayyad following his keynote speech at ODSC Boston 2019.
Analytics, IADSS, Kate Strachnyi, ODSC, Trends, Usama Fayyad
- Getting to the Future First: How Social Data is Transforming Trend Discovery - Sep 23, 2019.
Register now for this webinar, Sep 25 @ 12 PM ET, for a clear approach on how to apply machine learning language technology to massive, unstructured data sets in order to create predictive models of what may be the next “it” ingredient, color, flavor or pack size.
Social Analytics, Trends, Unstructured data
- AI: Arms Race 2.0 - Mar 12, 2019.
An analysis of the current state of the competition between US, Europe, and China in AI, examining research, patent publications, global datasphere, devices and IoT, people, and more.
AI, China, Deep Learning, Europe, Investment, IoT, Machine Learning, Neural Networks, Startups, Trends, USA
- Most impactful AI trends of 2018: The rise of ML Engineering - Mar 1, 2019.
As both research and applied teams are doubling down on their engineering and infrastructure needs, the nascent field of ML Engineering will build upon 2018’s foundation and truly blossom in 2019.
AI, Data Exploration, Machine Learning, Platform, Representation, Scalability, Trends
- Reflections on the State of AI: 2018 - Feb 26, 2019.
We provide a detailed overview of the key developments in the AI space, focusing on key players, applications, opportunities, and challenges.
AI, AlphaStar, Azure ML, Bias, Deepfakes, Ethics, Google, Microsoft, MIT, Self-Driving Car, Startups, Trends, Uber, VC
- Artificial Intelligence and Data Science Advances in 2018 and Trends for 2019 - Feb 18, 2019.
We recap some of the major highlights in data science and AI throughout 2018, before looking at the some of the potential newest trends and technological advances for the year ahead.
Pages: 1 2
2019 Predictions, AI, AutoML, BERT, Data Science, Interpretability, Predictions, Trends
Top 10 Technology Trends of 2019 - Feb 7, 2019.
This article outlines 10 top trending technologies for 2019, a list which covers diverse topics such as security, IoT, reinforcement learning, energy sustainability, smart cities, and much more.
2019 Predictions, Automation, Cloud, Energy, IoT, Reinforcement Learning, Security, Trends
- Trending Deep Learning Github Repositories - Feb 1, 2019.
Check these pair of resources for trending and top GitHub deep learning repositories for some new ideas on what to be looking out for.
Deep Learning, GitHub, Trends
What were the most significant machine learning/AI advances in 2018? - Jan 22, 2019.
2018 was an exciting year for Machine Learning and AI. We saw “smarter” AI, real-world applications, improvements in underlying algorithms and a greater discussion on the impact of AI on human civilization. In this post, we discuss some of the highlights.
2019 Predictions, AI, AlphaZero, BERT, Deep Learning, Machine Learning, NLP, Trends
- Webinar: 2019 AI Trends: Filtering the Noise - Jan 18, 2019.
Check out Dataiku's exclusive webinar on Feb 7, 11am EST, "2019 AI Trends: Filtering the Noise," featuring insights from Léo Drefus-Schmidt, Lead Data Scientist at Dataiku.
AI, Dataiku, Trends
- State of Deep Learning and Major Advances: H2 2018 Review - Dec 13, 2018.
In this post we summarise some of the key developments in deep learning in the second half of 2018, before briefly discussing the road ahead for the deep learning community.
Deep Learning, Generative Adversarial Network, NLP, PyTorch, TensorFlow, Trends
- KDnuggets™ News 18:n47, Dec 12: Common mistakes when doing machine learning; Here are the most popular Python IDEs / Editors - Dec 12, 2018.
Common mistakes when carrying out machine learning and data science; Most popular Python IDEs/Editors; Machine Learning / AI Main Developments in 2018 and Key Trends for 2019; Machine Learning Project checklist.
Data Science, Machine Learning, Mistakes, Python, Trends
Should you become a data scientist? - Dec 10, 2018.
An overview of the current situation for data scientists, from its origins and history, to the recent growth in job postings, and looking at what changes the future might bring.
Career, Data Science, Data Scientist, History, Machine Learning, Tips, Trends
- DATAx Presents: AI AND MACHINE LEARNING TRENDS IN 2019 - Dec 6, 2018.
This free Ebook from DATAx offers advice on using AI and machine learning to enhance customer satisfaction, how chief data officers are taking the reins on AI strategy, successful case studies from across the business, and more.
AI, ebook, Machine Learning, Trends
AI, Data Science, Analytics Main Developments in 2018 and Key Trends for 2019 - Dec 3, 2018.
Review of 2018 and Predictions for 2019 from our panel of experts, including Meta Brown, Tom Davenport, Carla Gentry, Bob E Hayes, Cassie Kozyrkov, Doug Laney, Bill Schmarzo, Kate Strachnyi, Ronald van Loon, Favio Vazquez, and Jen Underwood.
2019 Predictions, AI, Automated Machine Learning, Automation, Bill Schmarzo, Carla Gentry, Cassie Kozyrkov, Doug Laney, GDPR, Hype, Jen Underwood, Meta Brown, Predictions, Risks, Ronald van Loon, Tom Davenport, Trends
- Latest Trends in Computer Vision Technology and Applications - Nov 7, 2018.
We investigate the advancements in deep learning, the rise of edge computing, object recognition with point cloud, VR and AR enhanced merged reality, semantic instance segmentation and more.
Applications, Computer Vision, InData Labs, Trends
- Diversity in Data Science: Overview and Strategy - Sep 24, 2018.
We take a hard look at diversity within the tech industry, root causes, and potential solutions and highlight resources/initiatives that can connect readers with programs aiding their professional development.
Career, Data Science, Diversity, Hiring, Trends, Women
- 10 Big Data Trends You Should Know - Sep 17, 2018.
A collection of Big Data trends to familiarize yourself with, covering IoT Networks, Artificial Intelligence, Predictive Analytics, Dark Data and more.
AI, Big Data, Big Data Analytics, Chatbot, Dark Data, Data Analytics, IoT, Open Source, Trends
- Data science of the connected vehicle: perspectives, applications and trends - Jul 9, 2018.
The application of data science to streaming data from vehicles is an emerging field. Here we review general trends and some specific examples of relevant data feeds and applications where data science can deliver value.
Cars, Data Science, IoT, Self-Driving Car, Trends, Vehicle Analytics
- Why a Professional Association for Data Scientists is a Bad Idea - Jul 2, 2018.
This post presents the argument against having a professional association for data scientists.
Certification, Data Science, Data Science Education, SIGKDD, Trends
- The Future of Artificial Intelligence: Is Your Job Under Threat? - Jun 1, 2018.
This article examines the rapid growth of artificial intelligence: how we got to this point, the future AI job market and what can be done.
AI, Automation, Chatbot, Humans vs Machines, Jobs, Trends
Python eats away at R: Top Software for Analytics, Data Science, Machine Learning in 2018: Trends and Analysis - May 22, 2018.
Python continues to eat away at R, RapidMiner gains, SQL is steady, Tensorflow advances pulling along Keras, Hadoop drops, Data Science platforms consolidate, and more.
Pages: 1 2
Anaconda, Data Mining Software, Data Science Platform, Hadoop, Keras, Poll, Python, R, RapidMiner, SQL, TensorFlow, Trends
- KDnuggets™ News 18:n16, Apr 18: Key Algorithms and Statistical Models; Don’t learn Machine Learning in 24 hours; Data Scientist among the best US Jobs in 2018 - Apr 18, 2018.
Also: Top 10 Technology Trends of 2018; 12 Useful Things to Know About Machine Learning; Robust Word2Vec Models with Gensim & Applying Word2Vec Features for Machine Learning Tasks; Understanding What is Behind Sentiment Analysis - Part 1; Getting Started with PyTorch
Algorithms, Career, Data Scientist, Machine Learning, PyTorch, Statistical Modeling, Trends
Top 10 Technology Trends of 2018 - Apr 13, 2018.
In this article, we will focus on the modern trends that took off well on the market by the end of 2017 and discuss the major breakthroughs expected in 2018.
AI, Blockchain, Chief Data Officer, Deep Learning, Ethics, IoT, NLP, Privacy, Top 10, Trends
Top 20 Deep Learning Papers, 2018 Edition - Apr 3, 2018.
Deep Learning is constantly evolving at a fast pace. New techniques, tools and implementations are changing the field of Machine Learning and bringing excellent results.
Algorithms, Deep Learning, Machine Learning, Neural Networks, TensorFlow, Text Analytics, Trends
- Four Broken Systems & Four Tech Trends for 2018 - Mar 1, 2018.
We may be well into 2018, but here are a set of tech trends for looking forward, along with a set of 4 systems that manifested how inappropriate, inaccurate or outright broken they are in 2017.
2018 Predictions, Data Science, Trends
- Resurgence of AI During 1983-2010 - Feb 16, 2018.
We discuss supervised learning, unsupervised learning and reinforcement learning, neural networks, and 6 reasons that helped AI Research and Development to move ahead.
AI, Big Data, History, Machine Learning, Neural Networks, Reinforcement Learning, Trends
- Which Machine Learning Algorithm be used in year 2118? - Feb 9, 2018.
So what were the answers popping in your head ? Random forest, SVM, K means, Knn or even Deep Learning? No, for the answer, we turn to Lindy Effect.
Algorithms, Machine Learning, Regression, Trends
- Future Trends in Biometrics - Feb 5, 2018.
Biometric identification is moving from the realm of high -tech movie scenes to everyday use. The science is already changing physical and cyber security.
Biometrics, Machine Learning, Security, Trends
- 2018 Data Science Salary Survey Report - Jan 31, 2018.
Throughout 2017, we conducted an online salary survey open to a range of data science professionals in order to capture data to help us better understand the market.
Asia, Data Scientist, Europe, Salary, Trends, USA
- KDnuggets™ News 18:n05, Jan 31: Feynman Technique to become a Data Scientist; 4 Big Data Trends for 2018; Data Scientist – best job in America - Jan 31, 2018.
Also How To Grow As A Data Scientist; A Beginner Guide to Data Engineering; Exclusive Interview: Doug Laney on Big Data and Infonomics
Advice, Data Engineering, Data Scientist, scikit-learn, Trends
- Data Scientist – best job in America, 3 years in a row - Jan 29, 2018.
For the third year in a row, Data Scientist was ranked as the no. 1 job in America by Glassdoor.
Career, Data Scientist, Glassdoor, Jobs, Trends
- 5 Key Data Science Job Market Trends - Jan 26, 2018.
As a data scientist — or someone interested in the field — you know the industry is constantly evolving. If you want to remain competitive, you need to keep up with popular trends.
Advice, Career, Data Science, Trends
- Four Big Data Trends for 2018 - Jan 25, 2018.
Curious about the future of Big Data and AI? Here’s what the trends have it in 2018 for innovations.
2018 Predictions, AI, Big Data, Chatbot, Explainable AI, IoT, Trends
- Data Science in 30 minutes, Artificial General Intelligence, and Answers to your Questions - Jan 22, 2018.
I recently was on a "Data Science in 30 minutes webcast", but there were interesting ideas and questions we did not have time to cover adequately. Here is a summary.
About Gregory Piatetsky, AGI, AlphaGo, AlphaZero, Chess, Data Science, Podcast, Privacy, Trends
- Data Science in 30 Minutes: A Conversation with Gregory Piatetsky-Shapiro, President of KDnuggets - Jan 3, 2018.
KDnuggets founder, Gregory Piatetsky-Shapiro, joins Michael Li, CEO and founder of The Data Incubator, Jan 11 at 2:30 pm PT/ 5:30 pm ET for their monthly webinar series, Data Science in 30 Minutes. Gregory will discuss his career, from AI to Data Mining to KDD to Data Science and back to AI, and examine current trends in the field.
About Gregory Piatetsky, Data Incubator, Data Science, Podcast, Trends
- Everything Changes: A Human Perspective on Digitization - Jan 2, 2018.
An insightful, thought-provoking article on digital disruption and evolution of technology.
AI, Automated Data Science, Automation, Digital Media, Jobs, Security, Trends
- Data Science in 30 Minutes: A Conversation with Gregory Piatetsky-Shapiro, President of KDnuggets, Jan 11 - Dec 14, 2017.
KDnuggets founder, Gregory Piatetsky-Shapiro, joins Michael Li, CEO and founder of The Data Incubator, Jan 11 at 2:30 pm PT/ 5:30 pm ET for their monthly webinar series, Data Science in 30 Minutes. Gregory will discuss his career - from Data Mining to Data Science and examine current trends in the field.
About Gregory Piatetsky, Data Incubator, Data Science, Trends
Data Science, Machine Learning: Main Developments in 2017 and Key Trends in 2018 - Dec 12, 2017.
The leading experts in the field on the main Data Science, Machine Learning, Predictive Analytics developments in 2017 and key trends in 2018.
2018 Predictions, Carla Gentry, Data Science, Eric Siegel, Jeff Ullman, Jen Underwood, Jill Dyche, Kirk D. Borne, Machine Learning, Predictions, Rexer Analytics, Tom Davenport, Trends
- KDnuggets™ News 17:n46, Dec 6: Why You Should Forget for-loop for Data Science Code; Reinforcement Learning: Exclusive Interview with Rich Sutton; Big Data Key Trends - Dec 6, 2017.
Also Big Data: Main Developments in 2017 and Key Trends in 2018; Exclusive: My interview with Rich Sutton, the Father of Reinforcement Learning; Understanding Deep Convolutional Neural Networks with a practical use-case in Tensorflow and Keras.
2018 Predictions, Big Data, Data Science Tools, Reinforcement Learning, Trends
Big Data: Main Developments in 2017 and Key Trends in 2018 - Dec 5, 2017.
As we bid farewell to one year and look to ring in another, KDnuggets has solicited opinions from numerous Big Data experts as to the most important developments of 2017 and their 2018 key trend predictions.
2018 Predictions, Big Data, Bill Inmon, Bill Schmarzo, Doug Laney, James Kobielus, Matei Zaharia, Meta Brown, Predictions, Ronald van Loon, Trends, Yves Mulkers
When Will Demand for Data Scientists/Machine Learning Experts Peak? - Nov 7, 2017.
We analyze the results of Data Science / Machine Learning peak demand poll, examine the split between optimists and pessimists, and try to explain why predictions look so similar regardless of experience, affiliation, and region?
Data Scientist, Hiring, Machine Learning, Poll, Trends
- 2 Machine Learning-related domain names for sale: Trendr.com and Predictive.ly - Oct 31, 2017.
Trendr.com is a great brand for companies performing any data analysis on trends. Predictive.ly is a perfect brand for a predictive analytics, machine learning, or data science company.
Predictive Analytics, Trends
- New Poll: When will demand for Data Scientists/Machine Learning experts begin to decline? - Oct 23, 2017.
New KDnuggets Poll examines how long the current high demand for Data Scientists/Machine Learning experts will last. Please vote and we will analyze and report the results.
Data Scientist, Hiring, Machine Learning Engineer, Poll, Trends
- 4 Major Trends Influencing the 2017 Predictive Analytics Hiring Market - Oct 17, 2017.
We examine the implications of trends in hiring market, including the growth of quantitative Initiatives, blurring of the lines between Predictive Analytics and Data Science Professionals, and more .
Burtch Works, Data Science, Hiring, Predictive Analytics, Trends
Top 10 Active Big Data, Data Science, Machine Learning Influencers on LinkedIn, Updated - Sep 26, 2017.
Looking for advice? Guidance? Stories? We’ve put a list of the top ten LinkedIn influencers of the last three months, follow them and stay up-to-date with the latest news in Big Data, Data Science, Analytics, Machine Learning and AI.
About Gregory Piatetsky, Bernard Marr, Big Data, Carla Gentry, Data Science, DJ Patil, Influencers, Kirk D. Borne, LinkedIn, Machine Learning, Tom Davenport, Trends
Deep Learning is not the AI future - Aug 25, 2017.
While Deep Learning had many impressive successes, it is only a small part of Machine Learning, which is a small part of AI. We argue that future AI should explore other ways beyond DL.
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AI, Deep Learning, GDPR, Trends
- The Role of the Data Analyst in a Predictive Era - Aug 17, 2017.
Read "Analyst of the Future" guidebook to discover 3 emerging analyst roles and what they encompass, 4 trends transforming the world of data, and more.
Data Analyst, Dataiku, Trends
- Intelligence and Cognition: I Do Not Think They Mean What You Think They Mean - Jul 21, 2017.
You have likely noticed the recent relative uptick in the use of the words "intelligence" and "cognitive," as well as their derivatives. Are such terms really true or are they a marketing device?
AI, Cognitive Computing, Trends
- KDnuggets™ News 17:n25, Jun 28: Emerging Data Science Software Ecosystem; 3 Key Data Science 2017 Hiring Trends - Jun 28, 2017.
Emerging Data Science Software Ecosystem; 3 Key Trends Shaping the 2017 Data Science Hiring Market; Top 10 Quora Machine Learning Writers and Their Best Advice; The world's first protein database for Machine Learning and AI; Making Sense of Machine Learning
Advice, AI, Data Science, Hiring, Machine Learning, Poll, Quora, Trends
- Hadoop is Not Failing, it is the Future of Data - Apr 27, 2017.
The author disagrees with a previous KDnuggets post on “Why Hadoop is Failing” and argues that the Darwinian Open Source Ecosystem ensures Hadoop is a robust and mature technology platform .
Big Data, Hadoop, Hortonworks, Trends
- DataScience Launches Interactive Tool For Exploring Data Science Trends - Apr 14, 2017.
DataScience Trends, a new interactive tool from DataScience Inc., gives users the ability to explore and visualize data across 2.8 million open source repositories without writing code.
Data Science, Datascience.com, GitHub, Trends
Data Science Trends To Look Out For In 2017 - Dec 8, 2016.
Machine Learning is here to stay, with more firms following Google and Facebook in the race to attract the best machine learning experts and Data Scientists. We also see a merger of IoT and Data Science. Read on for more trends.
2017 Predictions, Big Data, Data Science, Healthcare, Predictions, Trends
- Evolution of the Data Scientist Through the Decade: What’s Changed - Oct 20, 2016.
Evolution is the truth of mankind and it’s inevitable. We all are evolutionizing everyday biologically as well as technologically and so do our roles and responsibilities. Here is the summary of evolution of Data Scientist role and it’s hiring trends in industry throughout the decade.
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Business Analyst, Career, Data Analyst, Data Scientist, Hiring, Jigsaw Academy, Trends
- Data Science of Reviews: ReviewMeta tool Automatically Detects Unnatural Reviews on Amazon - Aug 23, 2016.
ReviewMeta is a tool that analyzes millions of reviews and helps customers decide which ones to trust. As the dataset grows, so do the insights on unbiased reviews.
Amazon, Analytics, Customer Analytics, Data Mining, Trends
- How to Use Cohort Data to Analyze User Behavior - Mar 10, 2016.
In the world of data analysis, cohorts are often pushed aside due to their seemingly complex nature. Learn what this analysis can offer and how to do it.
CleverTap, Market Analytics, Predictive Analytics, Trends
- Fastest Growing Programming Languages and Computing Frameworks - Mar 7, 2016.
A new model for ranking programming languages and predicting the growth of user adoption. Includes current language rankings and predictions.
Data Science, Javascript, Programming Languages, SQL, Trends
- Businesses Will Need One Million Data Scientists by 2018 - Jan 28, 2016.
Deepening shortage of Data Science talent and cybersecurity challenges are trends shaping business in 2016.
Challenges, Cybersecurity, Data Scientist, Deloitte, Internet of Things, Trends
- KDnuggets™ News 16:n02, Jan 20: Research Leaders on Key Advances, Top Trends; Top 10 Deep Learning Projects - Jan 20, 2016.
Research Leaders on Data Mining, Data Science and Big Data key advances, top trends; Top 10 Deep Learning Projects on Github; Top 100 Big Data Experts to Follow; Yahoo Releases the Largest-ever Machine Learning Dataset.
Dataset, Deep Learning, Machine Intelligence, Research, Trends, Yahoo
- Research Leaders on Data Mining, Data Science and Big Data key advances, top trends - Jan 18, 2016.
Research Leaders in Data Science and Big Data reflect on the most important research advances in 2015 and the key trends expected to dominate throughout 2016.
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Bing Liu, Charu Aggarwal, Deep Learning, Ingo Mierswa, Internet of Things, IoT, Michael Berthold, Mohammed Zaki, Neural Networks, Padhraic Smyth, Pedro Domingos, Research, Trends
- KDnuggets™ News 15:n42, Dec 29: Where did you apply Analytics? 5 ways Data Scientists keep learning - Dec 29, 2015.
Poll: Industries/Fields where you applied Analytics, Data Mining, Data Science in 2015; 5 Ways Data Scientists Keep Learning After College; Lessons from 2M Machine Learning Models on Kaggle; 10 BI Trends for 2016.
Data Scientist, Kaggle, Poll, Skills, Star Wars, TensorFlow, Trends
- 10 Business Intelligence Trends for 2016 - Dec 19, 2015.
BI analysts, industry players predict the rise of self-service, Big Data analytics, real-time data in the coming year.
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2016 Predictions, Business Intelligence, Gartner, Top 10, Trends
- Strata + Hadoop World 2015 Singapore – Day 1 Highlights - Dec 11, 2015.
Here are the quick takeaways and valuable insights from selected talks at one of the most reputed conferences in Big Data – Strata + Hadoop World 2015, Singapore.
Apache Spark, Devendra Desale, Hadoop, LinkedIn, Singapore, Strata, Trends
- 22 Big Data & Data Science experts predictions for 2016 - Dec 11, 2015.
Will machines become smarter than man? What technology will dominate Data Science? What is smart data? Read Big Data experts predictions for 2016.
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2016 Predictions, About Gregory Piatetsky, Bernard Marr, Big Data Influencers, import.io, Kirk D. Borne, Trends
- Salaries by Roles in Data Science and Business Intelligence - Sep 9, 2015.
Data Scientist is the hottest role. What's next? We present national average salaries, job title progression in career, job trends and skills for popular job titles in Data Science & Business Intelligence. Check out the salaries of related roles.
Business Intelligence, Data Science, Data Science Skills, Data Scientist, Salary, Trends
- Interview: Andrew Duguay, Prevedere on the Hidden Value in Global Data Sets - Jul 31, 2015.
We discuss the challenges in analyzing global economic datasets, impact of Big Data growth on economics, desired skills in data scientists, and more.
Andrew Duguay, Challenges, Economics, Interview, Prevedere, Trends
- Interview: Ramkumar Ravichandran, Visa on Customer-focus Mindset for Analytics - Jul 15, 2015.
We discuss career advice, need for customer-focus, Analytics trends, desired skills in Data Science practitioners, and more.
Analytics, Customer Analytics, Hiring, Interview, IoT, Ramkumar Ravichandran, Trends, Visa
- Interview: Reiner Kappenberger, HP Security Voltage on Security Checklist for Data Architectures - Jul 10, 2015.
We discuss securing data-at-rest and data-in-motion, security recommendations for data architectures, trends, advice, and more.
Architecture, HP, HP Security Voltage, Interview, Recommendations, Reiner Kappenberger, Security, Trends
- Interview: Anil Gadre, MapR on 3 Keys for Big Data Success: Reliability, Security, & Scalability - Jun 24, 2015.
We discuss the origin of Apache Myriad, state of security in Big Data, MapR Quick Start Solutions, Hadoop vendor selection criteria, and more.
Anil Gadre, Future, Hadoop, Interview, MapR, Security, Success, Trends, Vendors
- Interview: Joseph Babcock, Netflix on Curiosity and Courage – Key for Success in Data Science - Jun 17, 2015.
We discuss discovery vs. personalization, advice, trends, desired skills in data scientists, and more.
Advice, Career, Hiring, Interview, Joseph Babcock, Metrics, Netflix, Trends
- Interview: Ranjan Sinha, eBay on Winner Insights from International Sorting Competitions - Jun 10, 2015.
We discuss advancements in the field of Personalization, lessons from winning sorting competitions, Data Science trends, career advice, and more.
Advice, Career, Competition, eBay, Insights, Interview, Personalization, Ranjan Sinha, Recommendation, Trends
- Interview: Antonio Magnaghi, TicketMaster on Why Honesty is Key for Analytics Success - May 19, 2015.
We discuss lessons from implementing lambda architecture, impact of Big Data on recommender systems, trends, advice, and more.
Advice, Analytics, Antonio Magnaghi, Interview, Personalization, Recommendation, Skills, Success, TicketMaster, Trends
- Interview: Hobson Lane, SHARP Labs on How Analytics can Show You “All the Light You Cannot See” - May 14, 2015.
We discuss the impact of rapid growth in magnitude of data, programming skills for data science, major trends, advice, data science skills, and more.
Advice, Analytics, Challenges, Hobson Lane, Interview, SHARP, Trends
- Interview: Mark Weiner, Temple University Health System on Addressing Healthcare Data Gaps through Advanced Simulation - May 12, 2015.
We discuss dealing with current gaps in healthcare data, challenges in using real world healthcare data, desired skills for data scientists in healthcare industry, advice, and more.
Healthcare, Interview, Mark Weiner, Myths, Simulation, Skills, Temple University, Trends
- Interview: Haile Owusu, Mashable on Surviving Imprecision in Digital Media Analytics - May 1, 2015.
We discuss the challenges in tracking social media sharing, advice, important trends, and more.
Advice, Analytics, Career, Digital Media, Haile Owusu, Interview, Mashable, Trends
- Interview: Mario Vinasco, Facebook on Advancing Marketing Analytics through Rigorous Experimentation - Apr 27, 2015.
We discuss marketing analytics at Facebook, multi-channel performance assessment, success factors, lessons from Look Back feature, advice, and more.
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Apache Hive, Career, Data Science, Experimentation, Facebook, Interview, Mario Vinasco, Marketing Analytics, Predictive Analytics, Trends
- Interview: Emmanuel Letouzé, Data-Pop Alliance on Big Data for Development and Future Prospects - Apr 25, 2015.
We discuss the field of Big Data for Development, current projects and future plans for Data-Pop Alliance, public participation opportunities, advice, and more.
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Advice, Big Data, Comic, Data-Pop Alliance, Emmanuel Letouze, Interview, Trends
- Interview: Michael Li, Data Incubator on Bridging the Data Science Skills Gap between Academia and Industry - Apr 21, 2015.
We discuss the response from hiring companies, recommendations for aspirants, retaining data science talent, advice, and more.
Academics, Advice, Career, Data Science Skills, Industry, Interview, Machine Learning, Recommendations, Trends
- Interview: Ksenija Draskovic, Verizon on How to Not Get Lost in the Big Data Wilderness - Apr 16, 2015.
We discuss recommendations for data-driven decision making, challenges and benefits of using unstructured data, managing expectations and key trends.
Analytics, Interview, Ksenija Draskovic, Success, Trends, Unstructured data, Verizon
