Category Archives: Data Science News

In 6 simple steps Neural network seems like a black box to many of us. What happens inside it, how does it happen, how to build your own neural network to classify the images in datasets like MNIST, CIFAR-10 etc. are the questions that keep popping up. Let’s try to understand a Neural Network in briefContinue reading “Build your own Neural Network for CIFAR-10 using PyTorch”

Microsoft Azure Machine Learning x Udacity — Lesson 5 Notes Detailed Notes for Machine Learning Foundation Course by Microsoft Azure & Udacity, 2020 on Lesson 5 — Applications of Machine Learning In this lesson, you will learn about the most important applications of ML, including deep learning, similarity learning, text classification, feature learning, and anomaly detection. Similarity Learning Closely related toContinue reading “Microsoft Azure Machine Learning x UdacityLesson 5 Notes”

How to Create Business Value Using AI When planning an AI project, a good rule of thumb to use is the 70% rule. The 70% rule says a successful AI project will consist of: 10% AI algorithms, 20% technology, and 70% business process transformation. The 70% rule of thumb is a good reminder that both theContinue reading “The 70% Rule of Thumb for AI Projects”

Statistics is foundational for Data Science and a crucial skill to master for any practitioner. This advanced introduction reviews with examples the fundamental concepts of inferential statistics by illustrating the differences between Point Estimators and Confidence Intervals Estimates. Originally from KDnuggets https://ift.tt/2DKaH7O source https://365datascience.weebly.com/the-best-data-science-blog-2020/introduction-to-statistics-for-data-science

As it becomes more prevalent, NLP will enable humans to interact with computers in ways not possible before. This new type of collaboration will allow improvements in a wide variety of human endeavors, including business, philanthropy, health, and communication. Originally from KDnuggets https://ift.tt/2DCZkyF source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-natural-language-processing-is-changing-data-analytics

Vote in the new KDnuggets poll: which data science skills you have and which ones you want? Netflix is not only for movies – its Polynote is a new open source framework to build better data science notebooks; Learn about containerization of PySpark using Kubernetes; Read the findings from Data Scientist Job Market 2020 analysis;Continue reading “KDnuggets News 20:n31 Aug 12: Data Science Skills: Have vs Want: Vote in the New Poll; Netflix Polynote is a New Open Source Framework to Build Better Data Science Notebooks”

Also: A Layman’s Guide to Data Science. Part 3: Data Science Workflow; The Bitter Lesson of Machine Learning; Free MIT Courses on Calculus: The Key to Understanding Deep Learning. Originally from KDnuggets https://ift.tt/2F8QFnK source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-july-stories-data-science-moocs-are-too-superficial

Python Machine Learning, Third Edition covers the essential concepts of reinforcement learning, starting from its foundations, and how RL can support decision making in complex environments. Read more on the topic from the book’s author Sebastian Raschka. Originally from KDnuggets https://ift.tt/2DJiB15 source https://365datascience.weebly.com/the-best-data-science-blog-2020/will-reinforcement-learning-pave-the-way-for-accessible-true-artificial-intelligence

While you cannot test model output, at least you should test that inputs are correct. Compared to the time you invest in writing unit tests, good pieces of simple tests will save you much more time later, especially when working on large projects or big data. Originally from KDnuggets https://ift.tt/2F7Trtq source https://365datascience.weebly.com/the-best-data-science-blog-2020/unit-test-your-data-pipeline-you-will-thank-yourself-later

“Tasting is believing” — NotCo cofounder Matías Muchnick We eat amazing things and every time someone asks how it was? We would generally reply with how it tasted, this isn’t surprising, also our eating habits are majorly dependent on how visually appealing it looks and how good something tastes but think about it again, do visual appearances matterContinue reading “AI can serve you Veg. meat which tastes better than meat what?”