Microsoft Introduces Project Petridish to Find the Best Neural Network for Your Problem

The new algorithm takes a novel approach to neural architecture search.

https://www.kdnuggets.com/2020/01/microsoft-introduces-project-petridish-best-neural-network.html

We Created a Lazy AI

This article is an overview of how to design and implement reinforcement learning for the real world.

https://www.kdnuggets.com/2020/01/created-lazy-ai.html

Top Stories, Jan 13-19: Math for Programmers!; Decision Tree Algorithm, Explained

Also: Top 9 Mobile Apps for Learning and Practicing Data Science; Classify A Rare Event Using 5 Machine Learning Algorithms; The Future of Machine Learning; The Book to Start You on Machine Learning

https://www.kdnuggets.com/2020/01/top-news-week-0113-0119.html

I wanna be a data scientist, but… how?

It’s easy to say "I wanna be a data scientist," but... where do you start? How much time is needed to be desired by companies? Do you need a Master’s degree? Do you need to know every mathematical concept ever derived? The journey might be long, but follow this plan to help you keep moving forward toward your career goal.

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

Learn from Industry Leaders Facebook, Walmart, Lyft, eBay & More

The agenda for Deep Learning World 2020 in Las Vegas, May 31-Jun 4, has been released. Use code KDNUGGETS for a 15% discount on your ticket.

https://www.kdnuggets.com/2020/01/paw-learn-industry-leaders-facebook-walmart-lyft-ebay.html

Want to Generate your own Music using Deep Learning? Here’s a Guide to do just that!

Overview Learn how to develop an end-to-end model for Automatic Music Generation Understand the WaveNet architecture and implement it from scratch using Keras Compare ...
The post Want to Generate your own Music using Deep Learning? Here’s a Guide to do just that! appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2020/01/how-to-perform-automatic-music-generation/

Explaining Black Box Models: Ensemble and Deep Learning Using LIME and SHAP

This article will demonstrate explainability on the decisions made by LightGBM and Keras models in classifying a transaction for fraudulence, using two state of the art open source explainability techniques, LIME and SHAP.

https://www.kdnuggets.com/2020/01/explaining-black-box-models-ensemble-deep-learning-lime-shap.html

Artificial Intelligence Books to Read in 2020

Here are some AI-related books that I’ve read and recommend for you to add to your 2020 reading list!

https://www.kdnuggets.com/2020/01/artificial-intelligence-books-read-2020.html

Top 5 AI trends for 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?

https://www.kdnuggets.com/2020/01/top-5-ai-trends-2020.html

Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)

Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present their findings ...
The post Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!) appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2020/01/class-sensitivity-machine-learning-classification-problems/

How to reinvent your career with computer science

There is great news for anyone looking to make a career switch into computer science. So, what does it take to make the leap? Check out three top tips for budding computer scientists, as well as the Computer Science online MSc from the University of Bath.

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

Leveraging Data to Build Africa’s Economic Future: Part Two

Q&A with Foster Twumasi, Data Analyst and Blossom Academy Graduate

https://www.datacamp.com/community/blog/blossom-academy-q-a-part-2

KDnuggets™ News 20:n03, Jan 22: I wanna be a data scientist, but… how? Top 10 Technology Trends for 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.

https://www.kdnuggets.com/2020/n03.html

Random Forest — A Powerful Ensemble Learning Algorithm

The article explains the Random Forest algorithm and how to build and optimize a Random Forest classifier.

https://www.kdnuggets.com/2020/01/random-forest-powerful-ensemble-learning-algorithm.html

The 5 Most Useful Techniques to Handle Imbalanced Datasets

This post is about explaining the various techniques you can use to handle imbalanced datasets.

https://www.kdnuggets.com/2020/01/5-most-useful-techniques-handle-imbalanced-datasets.html

Data Types in R

Learn about data types and their importance in a programming language. More specifically, learn how to use various data types like vector, matrices, lists, and dataframes in the R programming language.

https://www.datacamp.com/community/tutorials/data-types-in-r

The Data Science Interview Study Guide

Preparing for a job interview can be a full-time job, and Data Science interviews are no different. Here are 121 resources that can help you study and quiz your way to landing your dream data science job.

https://www.kdnuggets.com/2020/01/data-science-interview-study-guide.html

Big Data. Big Impact

Ramapo College’s Master of Science in Data Science program will teach you to collect, synthesize, and analyze big data, become skilled in programming languages like R and Python, and leverage advanced tools to meet the demands of modern business and science.

https://www.kdnuggets.com/2020/01/ramapo-big-data-big-impact.html

Presenting the ‘Best of Both Worlds’ Program for the Machine Learning School in Seville

The primary goal of the second edition of our Machine Learning School in Seville (#MLSEV) is to introduce basic as well as more advanced Machine Learning concepts and techniques that will help you boost your business productivity significantly. Our extensive experience in welcoming business and technical professionals of different backgrounds into the world of Machine […]

https://blog.bigml.com/2020/01/22/presenting-the-best-of-both-worlds-program-for-the-machine-learning-school-is-seville/

Top KDnuggets tweets, Jan 15-21: My Pandas Cheat Sheet; 5 Key Reasons Why Data Scientists Are Quitting their Jobs

5 Key Reasons Why Data Scientists Are Quitting their Jobs; My Pandas Cheat Sheet; Google Colab: Jupyter Lab on steroids (perfect for Deep Learning); Top 5 Must-have Data Science Skills.

https://www.kdnuggets.com/2020/01/top-tweets-jan15-21.html

3 Important NLP Libraries for Indian Languages You Should Try Out Today!

Overview Ever wondered how to use NLP models in Indian languages? This article is all about breaking boundaries and exploring 3 amazing libraries for ...
The post 3 Important NLP Libraries for Indian Languages You Should Try Out Today! appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2020/01/3-important-nlp-libraries-indian-languages-python/