KDnuggets
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Machine Learning, Data Science, Big Data, Analytics, AIFri, 10 Jul 2020 18:14:19 +0000en-UShourly1https://wordpress.org/?v=4.9.15Subscribe with My Yahoo!Subscribe with NewsGatorSubscribe with NetvibesSubscribe with GoogleSubscribe with PlusmoSubscribe with The Free DictionarySubscribe with Bitty BrowserSubscribe with NewsAlloySubscribe with Live.comSubscribe with Excite MIXSubscribe with Attensa for OutlookSubscribe with WebwagSubscribe with Podcast ReadySubscribe with FlurrySubscribe with WikioSubscribe with Daily RotationTop June Stories: How Much Math do you need in Data Science? Easy Speech-to-Text with Python
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Fri, 10 Jul 2020 17:30:38 +0000https://www.kdnuggets.com/?p=113205Also: Deep Neural Networks and the Jennifer Aniston Neuron; Don't Democratize Data Science.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/i44h01TTi7o" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/top-stories-2020-jun.htmlDeep Learning in Finance: Is This The Future of the Financial Industry?
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/AtRpMhMVqTs/deep-learning-finance-future-financial-industry.html
Fri, 10 Jul 2020 16:00:54 +0000https://www.kdnuggets.com/?p=113191Get a handle on how deep learning is affecting the finance industry, and identify resources to further this understanding and increase your knowledge of the various aspects.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/AtRpMhMVqTs" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/deep-learning-finance-future-financial-industry.htmlWhat every Data Scientist needs to learn from Business Leaders
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/gCk1J6FfeVo/data-scientist-learn-from-business-leaders.html
Fri, 10 Jul 2020 14:00:21 +0000https://www.kdnuggets.com/?p=113161You've learned so much to become a Data Scientist. Now, it's time to kick it up to the next level with advanced soft skills -- because these are important to the business for which you empower to make better decisions. Learning from the business leaders you support will help you develop a broader set of enhanced skills that will boost your Data Science quality and output.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/gCk1J6FfeVo" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/data-scientist-learn-from-business-leaders.htmlWhy Learn Python? Here Are 8 Data-Driven Reasons
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/hVT_C9uapCQ/learn-python-8-data-driven-reasons.html
Fri, 10 Jul 2020 12:00:43 +0000https://www.kdnuggets.com/?p=113172Through this blog, I will list out the major reasons why you should learn Python and the 8 major data-driven reasons for learning it.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/hVT_C9uapCQ" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/learn-python-8-data-driven-reasons.html5 Things You Don’t Know About PyCaret
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/0K43s7x7fFg/5-things-pycaret.html
Thu, 09 Jul 2020 16:00:05 +0000https://www.kdnuggets.com/?p=113120In comparison with the other open source machine learning libraries, PyCaret is an alternate low-code library that can be used to replace hundreds of lines of code with a few words only.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/0K43s7x7fFg" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/5-things-pycaret.htmlUnderstanding Time Series with R
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/YIauNG05Xkg/understanding-time-series-r.html
Thu, 09 Jul 2020 14:00:46 +0000https://www.kdnuggets.com/?p=113066Analyzing time series is such a useful resource for essentially any business, data scientists entering the field should bring with them a solid foundation in the technique. Here, we decompose the logical components of a time series using R to better understand how each plays a role in this type of analysis.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/YIauNG05Xkg" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/understanding-time-series-r.htmlLearn Python, ML, Deep Learning, Data Visualization and more in Italy with BIG DIVE
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Thu, 09 Jul 2020 13:00:21 +0000https://www.kdnuggets.com/?p=113141Do you want to learn or upgrade your data data proficiency and push your career forward? This year, under the umbrella of BIG DIVE, TOP-IX presents four full-time 1-week courses from beginner to advanced levels. Read more and register now.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/G3ruA4SYp8Y" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/bigdive-italy-python-ml-deep-learning-data-visualization.htmlPull and Analyze Financial Data Using a Simple Python Package
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/35gbcrAGRf0/pull-analyze-financial-data-simple-python-package.html
Thu, 09 Jul 2020 12:00:06 +0000https://www.kdnuggets.com/?p=113087We demonstrate a simple Python script/package to help you pull financial data (all the important metrics and ratios that you can think of) and plot them.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/35gbcrAGRf0" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/pull-analyze-financial-data-simple-python-package.htmlTop KDnuggets tweets, Jul 01-07: Top 20 Latest Research Problems in #BigData and #DataScience
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Wed, 08 Jul 2020 20:00:10 +0000https://www.kdnuggets.com/?p=113056Also: 5 Ways to Detect #Outliers That Every #DataScientist Should Know #Python Code; The State of AI and Machine Learning 2020 - Just Released; Top 20 Latest Research Problems in #BigData and #DataScience; Python Libraries for Interpretable #MachineLearning #KDN<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/Lg4jKtQlojc" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/top-tweets-jul01-07.htmlMath for Programmers
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/h1nOd4tmMdA/manning-math-programmers.html
Wed, 08 Jul 2020 18:00:22 +0000https://www.kdnuggets.com/?p=113050Math for Programmers teaches you the math you need to know for a career in programming, concentrating on what you need to know as a developer.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/h1nOd4tmMdA" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/manning-math-programmers.htmlSpam Filter in Python: Naive Bayes from Scratch
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/eFF_3ncGOPk/spam-filter-python-naive-bayes-scratch.html
Wed, 08 Jul 2020 16:00:57 +0000https://www.kdnuggets.com/?p=113020In this blog post, learn how to build a spam filter using Python and the multinomial Naive Bayes algorithm, with a goal of classifying messages with a greater than 80% accuracy.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/eFF_3ncGOPk" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/spam-filter-python-naive-bayes-scratch.html5 Innovative AI Software Companies You Should Know
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Wed, 08 Jul 2020 14:00:05 +0000https://www.kdnuggets.com/?p=113005While machine learning is impacting organizations around the world, some are driving forward the real-world applications of innovative AI. Check out these interesting companies to watch for exciting new progress this year.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/5regsDhoCwo" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/5-innovative-ai-software-companies.htmlFree MIT Courses on Calculus: The Key to Understanding Deep Learning
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/TY0QPRm9EiM/free-mit-courses-calculus-key-deep-learning.html
Wed, 08 Jul 2020 12:00:04 +0000https://www.kdnuggets.com/?p=112781Calculus is the key to fully understanding how neural networks function. Go beyond a surface understanding of this mathematics discipline with these free course materials from MIT.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/TY0QPRm9EiM" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/free-mit-courses-calculus-key-deep-learning.htmlKDnuggets™ News 20:n26, Jul 8: Speed up Your Numpy and Pandas; A Layman’s Guide to Data Science; Getting Started with TensorFlow 2
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Wed, 08 Jul 2020 09:55:01 +0000https://www.kdnuggets.com/?p=112998Speed up your Numpy and Pandas with NumExpr Package; A Layman's Guide to Data Science. Part 3: Data Science Workflow; Getting Started with TensorFlow 2; Feature Engineering in SQL and Python: A Hybrid Approach; Deploy Machine Learning Pipeline on AWS Fargate<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/oXzR_jOMuto" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/n26.htmlSome Things Uber Learned from Running Machine Learning at Scale
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/CYEXok92B0c/some-things-uber-learned-machine-learning-scale.html
Tue, 07 Jul 2020 16:00:28 +0000https://www.kdnuggets.com/?p=112925Uber machine learning runtime Michelangelo has been in operation for a few years. What has the Uber team learned?<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/CYEXok92B0c" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/some-things-uber-learned-machine-learning-scale.htmlA Complete Guide To Survival Analysis In Python, part 1
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/xH_7tROE_QI/complete-guide-survival-analysis-python-part1.html
Tue, 07 Jul 2020 14:00:52 +0000https://www.kdnuggets.com/?p=112969This three-part series covers a review with step-by-step explanations and code for how to perform statistical survival analysis used to investigate the time some event takes to occur, such as patient survival during the COVID-19 pandemic, the time to failure of engineering products, or even the time to closing a sale after an initial customer contact.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/xH_7tROE_QI" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/complete-guide-survival-analysis-python-part1.html5th International Summer School 2020 on Resource-aware Machine Learning (REAML)
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/reYKJLDbxqU/tu-dortmund-summer-school-2020-reaml.html
Tue, 07 Jul 2020 13:00:52 +0000https://www.kdnuggets.com/?p=112980The Resource-aware Machine Learning summer school provides lectures on the latest research in machine learning, with the twist on resource consumption and how these can be reduced. This year it will be held online between 31st of August and 4th of September, and is free of charge. Register now.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/reYKJLDbxqU" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/tu-dortmund-summer-school-2020-reaml.htmlPyTorch for Deep Learning: The Free eBook
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Tue, 07 Jul 2020 12:00:24 +0000https://www.kdnuggets.com/?p=112896For this week's free eBook, check out the newly released Deep Learning with PyTorch from Manning, made freely available via PyTorch's website for a limited time. Grab it now!<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/JTSRh0vQzNI" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/pytorch-deep-learning-free-ebook.htmlScope and Impact of AI in Agriculture
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/bsJt1tpL7QE/scope-impact-ai-agriculture.html
Mon, 06 Jul 2020 16:00:39 +0000https://www.kdnuggets.com/?p=112864The major advantage of focusing on AI-based methods is that they tackle each of the challenges faced by farmers from seed sowing to harvesting of crops separately and rather than generalising, provide customised solutions to a specific problem.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/bsJt1tpL7QE" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/scope-impact-ai-agriculture.htmlTop Stories, Jun 29 – Jul 5: Speed up your Numpy and Pandas with NumExpr Package; Deploy Machine Learning Pipeline on AWS Fargate
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/UyZ8Mnkq6I4/top-news-week-0629-0705.html
Mon, 06 Jul 2020 14:25:16 +0000https://www.kdnuggets.com/?p=112879Also: Getting Started with TensorFlow 2; An Introduction to Statistical Learning: The Free eBook; How Much Math do you need in Data Science?; Data Cleaning: The secret ingredient to the success of any Data Science Project<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/UyZ8Mnkq6I4" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/top-news-week-0629-0705.htmlA Layman’s Guide to Data Science. Part 3: Data Science Workflow
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/Ezqu63-EQCY/laymans-guide-data-science-workflow.html
Mon, 06 Jul 2020 14:00:16 +0000https://www.kdnuggets.com/?p=112832Learn and appreciate the typical workflow for a data science project, including data preparation (extraction, cleaning, and understanding), analysis (modeling), reflection (finding new paths), and communication of the results to others.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/Ezqu63-EQCY" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/laymans-guide-data-science-workflow.htmlExploratory Data Analysis on Steroids
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/C7Xeekc3I7Q/exploratory-data-analysis-steroids.html
Mon, 06 Jul 2020 12:00:29 +0000https://www.kdnuggets.com/?p=112825This is a central aspect of Data Science, which sometimes gets overlooked. The first step of anything you do should be to know your data: understand it, get familiar with it. This concept gets even more important as you increase your data volume: imagine trying to parse through thousands or millions of registers and make sense out of them.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/C7Xeekc3I7Q" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/exploratory-data-analysis-steroids.htmlDeploy Machine Learning Pipeline on AWS Fargate
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/nLH3pRnRbu8/deploy-machine-learning-pipeline-aws-fargate.html
Fri, 03 Jul 2020 16:00:32 +0000https://www.kdnuggets.com/?p=112766A step-by-step beginner’s guide to containerize and deploy ML pipeline serverless on AWS Fargate.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/nLH3pRnRbu8" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.htmlGenerating cooking recipes using TensorFlow and LSTM Recurrent Neural Network: A step-by-step guide
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/GpSlsncVNgo/generating-cooking-recipes-using-tensorflow.html
Fri, 03 Jul 2020 14:00:29 +0000https://www.kdnuggets.com/?p=112740A character-level LSTM (Long short-term memory) RNN (Recurrent Neural Network) is trained on ~100k recipes dataset using TensorFlow. The model suggested the recipes "Cream Soda with Onions", "Puff Pastry Strawberry Soup", "Zucchini flavor Tea", and "Salmon Mousse of Beef and Stilton Salad with Jalapenos". Yum!? Follow along this detailed guide with code to create your own recipe-generating chef.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/GpSlsncVNgo" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/generating-cooking-recipes-using-tensorflow.htmlData Scientists Have Developed a Faster Way to Reduce Pollution, Cut Greenhouse Gas Emissions
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/2jSqPlq4z_Y/data-scientists-faster-way-reduce-pollution-cut-greenhouse-gas-emissions.html
Fri, 03 Jul 2020 12:00:36 +0000https://www.kdnuggets.com/?p=112749Data science is helping with one of the world's most pressing issues. Read about an approach and specific steps being taken by data scientists to quickly reduce pollution and greenhouse gas emissions.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/2jSqPlq4z_Y" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/data-scientists-faster-way-reduce-pollution-cut-greenhouse-gas-emissions.htmlFeature Engineering in SQL and Python: A Hybrid Approach
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/bGqB9svsQJc/feature-engineering-sql-python-hybrid-approach.html
Thu, 02 Jul 2020 16:00:27 +0000https://www.kdnuggets.com/?p=112722Set up your workstation, reduce workplace clutter, maintain a clean namespace, and effortlessly keep your dataset up-to-date.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/bGqB9svsQJc" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/feature-engineering-sql-python-hybrid-approach.htmlGetting Started with TensorFlow 2
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/S6aI-U8xH1c/getting-started-tensorflow2.html
Thu, 02 Jul 2020 14:00:39 +0000https://www.kdnuggets.com/?p=112690Learn about the latest version of TensorFlow with this hands-on walk-through of implementing a classification problem with deep learning, how to plot it, and how to improve its results.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/S6aI-U8xH1c" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/getting-started-tensorflow2.htmlPyTorch Multi-GPU Metrics Library and More in New PyTorch Lightning Release
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/VtGW9UnWT3g/pytorch-multi-gpu-metrics-library-pytorch-lightning.html
Thu, 02 Jul 2020 12:00:37 +0000https://www.kdnuggets.com/?p=112703PyTorch Lightning, a very light-weight structure for PyTorch, recently released version 0.8.1, a major milestone. With incredible user adoption and growth, they are continuing to build tools to easily do AI research.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/VtGW9UnWT3g" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/pytorch-multi-gpu-metrics-library-pytorch-lightning.htmlSpeed up your Numpy and Pandas with NumExpr Package
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/VlaVvU1HRoA/speed-up-numpy-pandas-numexpr-package.html
Wed, 01 Jul 2020 16:00:20 +0000https://www.kdnuggets.com/?p=112653We show how to significantly speed up your mathematical calculations in Numpy and Pandas using a small library.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/VlaVvU1HRoA" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/speed-up-numpy-pandas-numexpr-package.htmlLargest Dataset Analyzed – Poll Results and Trends
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/EkBB84Q4Be8/poll-largest-dataset-analyzed-results.html
Wed, 01 Jul 2020 15:00:33 +0000https://www.kdnuggets.com/?p=112532The 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.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/EkBB84Q4Be8" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/poll-largest-dataset-analyzed-results.htmlHow to Build Your Data Science Competency for Post-COVID Future
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Wed, 01 Jul 2020 14:00:15 +0000https://www.kdnuggets.com/?p=112622Data science is helping healthcare organizations and businesses navigate the current crisis more effectively. Find out how you can learn this in-demand qualification and help them with addressing complex challenges.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/O74YmHw3I5A" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/build-data-science-competency-post-covid.htmlData Cleaning: The secret ingredient to the success of any Data Science Project
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/4-u0dM7LI8w/data-cleaning-secret-ingredient-success-data-science-project.html
Wed, 01 Jul 2020 12:00:18 +0000https://www.kdnuggets.com/?p=112634With an uncleaned dataset, no matter what type of algorithm you try, you will never get accurate results. That is why data scientists spend a considerable amount of time on data cleaning.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/4-u0dM7LI8w" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/07/data-cleaning-secret-ingredient-success-data-science-project.htmlInnovating versus Doing: NLP and CORD19
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/hFKAY80-dQg/ibm-innovating-versus-doing-nlp-cord19.html
Tue, 30 Jun 2020 18:00:59 +0000https://www.kdnuggets.com/?p=112599How I learned to trust the process and find value in the road most traveled.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/hFKAY80-dQg" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/ibm-innovating-versus-doing-nlp-cord19.htmlStop training more models, start deploying them
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/7Kje4X2EIbw/stop-training-models-start-deploying.html
Tue, 30 Jun 2020 16:00:45 +0000https://www.kdnuggets.com/?p=112551We are hardly living up to the promises of AI in healthcare. It’s not because of our training, it’s because of our deployment.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/7Kje4X2EIbw" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/stop-training-models-start-deploying.htmlSoftware engineering fundamentals for Data Scientists
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Tue, 30 Jun 2020 14:00:22 +0000https://www.kdnuggets.com/?p=112558As a data scientist writing code for your models, it's quite possible that your work will make its way into a production environment to be used by the masses. But, writing code that is deployed as software is much different than writing code for exploratory data analysis. Learn about the key approaches for making your code production-ready that will save you time and future headaches.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/wMVto0NNAVs" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/software-engineering-fundamentals-data-scientists.htmlHow to Prepare Your Data
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/Gruh6tctTgA/how-prepare-your-data.html
Tue, 30 Jun 2020 12:00:53 +0000https://www.kdnuggets.com/?p=112544This is an overview of structuring, cleaning, and enriching raw data.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/Gruh6tctTgA" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/how-prepare-your-data.htmlLearn Data Science from Top Universities for Free
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/Zjt85S2iB5E/learn-data-science-top-universities-free.html
Mon, 29 Jun 2020 16:00:09 +0000https://www.kdnuggets.com/?p=112483Where to find free lectures, seminars and complete courses from the likes of MIT, Stanford and Harvard.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/Zjt85S2iB5E" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/learn-data-science-top-universities-free.htmlThe Unreasonable Progress of Deep Neural Networks in Natural Language Processing (NLP)
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/pRRDu4aQlPY/unreasonable-progress-deep-neural-networks-nlp.html
Mon, 29 Jun 2020 14:00:35 +0000https://www.kdnuggets.com/?p=112499Natural 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.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/pRRDu4aQlPY" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/unreasonable-progress-deep-neural-networks-nlp.htmlAn Introduction to Statistical Learning: The Free eBook
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/yj6MU7X7yqM/introduction-statistical-learning-free-ebook.html
Mon, 29 Jun 2020 12:00:27 +0000https://www.kdnuggets.com/?p=112465This week's free eBook is a classic of data science, An Introduction to Statistical Learning, with Applications in R. If interested in picking up elementary statistical learning concepts, and learning how to implement them in R, this book is for you.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/yj6MU7X7yqM" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/introduction-statistical-learning-free-ebook.htmlTop Stories, Jun 22-28: How Much Math do you need in Data Science?
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/OiOusAZYYIY/top-news-week-0622-0628.html
Mon, 29 Jun 2020 10:51:50 +0000https://www.kdnuggets.com/?p=112508Also: 4 Free Math Courses to do and Level up your Data Science Skills; Exploring the Real World of Data Science; Learning by Forgetting: Deep Neural Networks and the Jennifer Aniston Neuron; A TensorFlow Modeling Pipeline Using TensorFlow Datasets and TensorBoard<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/OiOusAZYYIY" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/top-news-week-0622-0628.htmlPractical Markov Chain Monte Carlo
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/szXeH-EeUdM/practical-markov-chain-monte-carlo.html
Fri, 26 Jun 2020 16:00:57 +0000https://www.kdnuggets.com/?p=112390This is a slightly more intricate example of MCMC, compared to many with a fairly simple model, a single predictor (maybe two), and not much else, which highlights a couple of issues and tricks worth noting for a handwritten implementation.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/szXeH-EeUdM" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/practical-markov-chain-monte-carlo.htmlHow Much Math do you need in Data Science?
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/v_mLOaXnkLs/math-data-science.html
Fri, 26 Jun 2020 14:00:20 +0000https://www.kdnuggets.com/?p=112439There exist so many great computational tools available for Data Scientists to perform their work. However, mathematical skills are still essential in data science and machine learning because these tools will only be black-boxes for which you will not be able to ask core analytical questions without a theoretical foundation.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/v_mLOaXnkLs" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/math-data-science.htmlExploring the Real World of Data Science
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/bW9Pr0UijjM/exploring-real-world-data-science.html
Fri, 26 Jun 2020 12:00:04 +0000https://www.kdnuggets.com/?p=112428An article highlighting things I’ve learned in the real world about data science.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/bW9Pr0UijjM" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/exploring-real-world-data-science.htmlData Science Tools Popularity, animated
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/u0BiK8UcYIc/data-science-tools-popularity-animated.html
Thu, 25 Jun 2020 18:18:00 +0000https://www.kdnuggets.com/?p=112415Watch the evolution of the top 10 most popular data science tools based on KDnuggets software polls from 2000 to 2019.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/u0BiK8UcYIc" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/data-science-tools-popularity-animated.htmlLynx Analytics is open-sourcing LynxKite, its Complete Graph Data Science Platform
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/TUc2J52Zdqk/open-source-lynxkite-graph-data-science-platform.html
Thu, 25 Jun 2020 18:00:22 +0000https://www.kdnuggets.com/?p=112402Check out this article for a brief summary on what LynxKite is, where it is coming from and how it can help with your data science projects.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/TUc2J52Zdqk" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/open-source-lynxkite-graph-data-science-platform.htmlLearning by Forgetting: Deep Neural Networks and the Jennifer Aniston Neuron
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/-_zJ4cjOzpk/learning-forgetting-deep-neural-networks-jennifer-aniston.html
Thu, 25 Jun 2020 16:00:22 +0000https://www.kdnuggets.com/?p=112360DeepMind’s research shows how to understand the role of individual neurons in a neural network.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/-_zJ4cjOzpk" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/learning-forgetting-deep-neural-networks-jennifer-aniston.htmlMachine Learning Engineer vs Data Scientist (Is Data Science Over?)
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/Fy9bDS_Qu6o/machine-learning-engineer-vs-data-scientist.html
Thu, 25 Jun 2020 14:00:37 +0000https://www.kdnuggets.com/?p=112374What has been happening to the definition of Data Scientist over the past 5 years? Does it still exist or has it morphed into a new version of its old self? Learn more about the recent trends in job descriptions and salaries for data scientists, ML engineers, and others to best understand the best fit for your career trajectory and interests.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/Fy9bDS_Qu6o" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/machine-learning-engineer-vs-data-scientist.htmlFree Economics & Finance Courses for Data Scientists
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/PotccbT5JFk/free-economics-finance-courses-data-scientists.html
Thu, 25 Jun 2020 12:00:06 +0000https://www.kdnuggets.com/?p=108839Here is a selection of courses for those interested in diversifying their domain knowledge into the related realms of economics and finance, with the goal of being able to apply your data science skills to these domains.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/PotccbT5JFk" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/free-economics-finance-courses-data-scientists.htmlTop KDnuggets tweets, Jun 17-23: The Best NLP with Deep Learning Course is Free
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/11tz2O1SDis/top-tweets-jun17-23.html
Wed, 24 Jun 2020 20:00:29 +0000https://www.kdnuggets.com/?p=112328Also: Speed up your Numpy and Pandas with NumExpr package; 5 Books That Will Teach You the Math Behind Machine Learning; How to Build a Data Science Web App in Python; Plotting in Pandas Just Got Prettier<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/11tz2O1SDis" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/top-tweets-jun17-23.htmlFive Lines of Code
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/hJp1FZaC6lA/manning-5-lines-code.html
Wed, 24 Jun 2020 18:30:18 +0000https://www.kdnuggets.com/?p=112339If you want to learn simple and practical rules for coding and refactoring, "Five Lines of Code" from Manning is the guide for you, teaching you concrete principles for refactoring. Save 40% with code nlfive40 until July 24.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/hJp1FZaC6lA" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/manning-5-lines-code.htmlBuild a Branded Web Based GIS Application Using R, Leaflet and Flexdashboard
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/MtsgLPx2DGA/branded-web-based-gis-application-r-leaflet-flexdashboard.html
Wed, 24 Jun 2020 16:00:21 +0000https://www.kdnuggets.com/?p=112063By using R, Flexdashboard and Leaflet, we can build a customized and branded web application to showcase location based data interactively across the organization. Instead of crowding the application with many widgets, we use menu tabs and pages to separate the interactive aspects.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/MtsgLPx2DGA" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/branded-web-based-gis-application-r-leaflet-flexdashboard.htmlThe 8 Basic Statistics Concepts for Data Science
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/Tu27u3SYglU/8-basic-statistics-concepts.html
Wed, 24 Jun 2020 14:00:54 +0000https://www.kdnuggets.com/?p=112310Understanding the fundamentals of statistics is a core capability for becoming a Data Scientist. Review these essential ideas that will be pervasive in your work and raise your expertise in the field.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/Tu27u3SYglU" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/8-basic-statistics-concepts.htmlTime Complexity: How to measure the efficiency of algorithms
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/5Cxp8ABwhc0/time-complexity-measure-efficiency-algorithms.html
Wed, 24 Jun 2020 12:00:07 +0000https://www.kdnuggets.com/?p=112286When we consider the complexity of an algorithm, we shouldn’t really care about the exact number of operations that are performed; instead, we should care about how the number of operations relates to the problem size.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/5Cxp8ABwhc0" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/time-complexity-measure-efficiency-algorithms.htmlKDnuggets™ News 20:n25, Jun 24: PyTorch Fundamentals You Should Know; Free Math Courses to Boost Your Data Science Skills
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/thujhKdNPl0/n25.html
Wed, 24 Jun 2020 07:55:51 +0000https://www.kdnuggets.com/?p=112280A Classification Project in Machine Learning: a gentle step-by-step guide; Crop Disease Detection Using Machine Learning and Computer Vision; Bias in AI: A Primer; Machine Learning in Dask; How to Deal with Missing Values in Your Dataset<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/thujhKdNPl0" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/n25.htmlA TensorFlow Modeling Pipeline Using TensorFlow Datasets and TensorBoard
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/T-Z-QRpYd4M/tensorflow-modeling-pipeline-tensorflow-datasets-tensorboard.html
Tue, 23 Jun 2020 16:00:44 +0000https://www.kdnuggets.com/?p=112196This article investigates TensorFlow components for building a toolset to make modeling evaluation more efficient. Specifically, TensorFlow Datasets (TFDS) and TensorBoard (TB) can be quite helpful in this task.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/T-Z-QRpYd4M" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/tensorflow-modeling-pipeline-tensorflow-datasets-tensorboard.htmlTools to Spot Deepfakes and AI-Generated Text
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/DCRM9KfscLc/dont-click-this-how-spot-deepfakes.html
Tue, 23 Jun 2020 14:00:13 +0000https://www.kdnuggets.com/?p=112243The technologies that generate deepfake content is at the forefront of manipulating humans. While the research developing these algorithms is fascinating and will lead to powerful tools that enhance the way people create and work, in the wrong hands, these same tools drive misinformation at a scale we can't yet imagine. Stopping these bad actors using awesome tools is in your hands.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/DCRM9KfscLc" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/dont-click-this-how-spot-deepfakes.htmlBias in AI: A Primer
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/yq7x1wWDO5I/bias-ai-primer.html
Tue, 23 Jun 2020 12:00:29 +0000https://www.kdnuggets.com/?p=112211Those interested in studying AI bias, but who lack a starting point, would do well to check out this introductory set of slides and the accompanying talk on the subject from Google researcher Margaret Mitchell.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/yq7x1wWDO5I" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/bias-ai-primer.htmlMachine Learning in Dask
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/3roO_QTuc2s/machine-learning-dask.html
Mon, 22 Jun 2020 16:00:33 +0000https://www.kdnuggets.com/?p=112183In this piece, we’ll see how we can use Dask to work with large datasets on our local machines.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/3roO_QTuc2s" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/machine-learning-dask.html4 Free Math Courses to do and Level up your Data Science Skills
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/dXiLnn2CDFY/4-free-maths-courses.html
Mon, 22 Jun 2020 14:00:56 +0000https://www.kdnuggets.com/?p=112156Just as there is no Data Science without data, there's no science in data without mathematics. Strengthening your foundational skills in math will level you up as a data scientist that will enable you to perform with greater expertise.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/dXiLnn2CDFY" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/4-free-maths-courses.htmlHow to Deal with Missing Values in Your Dataset
http://feedproxy.google.com/~r/kdnuggets-data-mining-analytics/~3/rysoBLd_4yw/missing-values-dataset.html
Mon, 22 Jun 2020 12:00:28 +0000https://www.kdnuggets.com/?p=112128In this article, we are going to talk about how to identify and treat the missing values in the data step by step.<img src="http://feeds.feedburner.com/~r/kdnuggets-data-mining-analytics/~4/rysoBLd_4yw" height="1" width="1" alt=""/>https://www.kdnuggets.com/2020/06/missing-values-dataset.html