Build your first Machine Learning pipeline using scikit-learn!
Overview Understand the structure of a Machine Learning Pipeline Build an end-to-end ML pipeline on a real-world data Train a Random Forest Regressor for …
Build Your First Text Classification model using PyTorch
Overview Learn how to perform text classification using PyTorch Understand the key points involved while solving text classification Learn to use Pack Padding feature …
4 Applications of Regular Expressions that every Data Scientist should know (with Python code)!
Overview Regular Expressions or Regex is a versatile tool that every Data Scientist should know about Regex can automate various mundane data processing tasks …
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 …
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 …
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 …
Pandas Version 1.0 is Out! Top 4 Features Every Data Scientist Should Know
Overview Singleton scalar for missing values Dedicated datatype for strings Improved output formats and data summaries Introduction There are only a handful of …
A Guide to Link Prediction – How to Predict your Future Connections on Facebook
Overview An introduction to link prediction, how it works, and where you can use it in the real-world Learn about the importance of Link …
5 Thoughts on How to Transition into Data Science from Different Backgrounds
Overview Looking to transition into data science? Here are 5 paths for a non-data science person to land a role in this space The …
Building Machine Learning Pipelines and AI in Retail – A Powerful Interview with Rossella Blatt Vital
Overview How do machine learning pipelines work? What’s the role of AI in retail? How important is ethics in this field? We are thrilled …
What are Generative Models and GANs? The Magic of Computer Vision
Overview Generative models and GANs are at the core of recent progress in computer vision applications This article will introduce you to the world …
Here’s your Learning Path to Master Computer Vision in 2020
Introduction There are an overwhelming number of resources out there these days to learn computer vision concepts. How do you pick and choose from …
A Comprehensive Learning Path to Understand and Master NLP in 2020
Introduction Google “NLP jobs” and a remarkable number of relevant searches show up. There are businesses spinning up around the world that cater exclusively …
A Comprehensive Learning Path for Deep Learning in 2020
Introduction What a time to be working in the deep learning space! 2019 was chock full of deep learning-powered developments and breakthroughs – it …
Your Ultimate Learning Path to Become a Data Scientist and Machine Learning Expert in 2020
Introducing the Learning Path to become a Data Scientist in 2020! Learning paths are easily one of the most popular and in-demand resources we …
10 Under-the-Radar Movies that Show the Power of Machine Learning
Introduction I love the sci-fi movie genre. Futuristic scenarios, jaw-dropping visuals, a tight storyline knitting it all together – that’s a recipe for a …
5 Key Reasons Why Data Scientists Are Quitting their Jobs
Introduction The stock of a data scientist is at an all-time high right now. There aren’t too many professions out there that can rival …
5 Weird and Hilarious Uses of Data Science
Introduction “Ripley’s Believe or Not” features some of the weirdest and most bizarre facts from around the world. How about creating our own Ripley’s …
2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning!
Overview A comprehensive look at the top machine learning highlights from 2019, including an exhaustive dive into NLP frameworks Check out the machine learning …
30 Challenging Open Source Data Science Projects to Ace in 2020
Overview Check out our pick of the 30 most challenging open-source data science projects you should try in 2020 We cover a broad range …
