Bilal A. Chaudhry

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A Comprehensive Guide to Understand and Implement Text Classification in Python

Table of Contents<p>In this article, I will explain about the text classification and the step by step process to implement it in python.<p>Text …

Deep Learning

Machine Learning’s ‘Amazing’ Ability to Predict Chaos

Half a century ago, the pioneers of chaos theory discovered that the “butterfly effect” makes long-term prediction impossible. Even the smallest …

Machine Learning

An Introduction to Graph Theory and Network Analysis (with Python codes)

Introduction<p>“A picture speaks a thousand words” is one of the most commonly used phrases. But a graph speaks so much more than that. A visual …

Data Science

Implementing SVM and Kernel SVM with Python's Scikit-Learn

A support vector machine (SVM) is a type of supervised machine learning classification algorithm. SVMs were introduced initially in 1960s and were …

Algorithms

Essentials of Deep Learning: Getting to know CapsuleNets (with Python codes)

Introduction<p>Neural networks have been around since the last century but in the last decade, they have reshaped how we see the world. From classifying …

Deep Learning

Top 7 Data Science Machine Learning GitHub Repositories in March 2018

Introduction<p>I live GitHub! Not only can you follow the work happening in different domains, but you can also collaborate on multiple open source …

Machine Learning

Introducing TensorFlow Probability

<i>Posted by: Josh Dillon, Software Engineer;</i> <i>Mike Shwe</i><i>, Product Manager; and</i> <i>Dustin Tran</i><i>, Research Scientist — on behalf of the TensorFlow Probability</i> …

Deep Learning

Machine learning is a tool - and people need to learn how to use it

Machine learning has a lot of buzz around it and business-leaders are eager to hire talent with experience in the field. But what does ‘machine learning’ actually mean? And if someone has it listed on their resume, how do you know if they are a good fit for solving business problems?<p>What most …

Machine Learning

UC Berkeley Is Offering Data Science, Its Fastest-Growing Course Ever, for Free Online

It's worth passing along a message from UC Berkeley. According to its news service, the "fastest-growing course in UC Berkeley’s history — …

Online Education

Choose the right AI method for the job

It’s hard to remember the days when artificial intelligence seemed like an intangible, futuristic concept. Today, AI is everywhere. This has been decades in the making, however, and the past 90 years have seen both renaissances and winters for the field of study.<p>At present, AI is launching a …

Machine Learning

5 Open Source Libraries to Aid in Your Machine Learning Endeavors

Machine learning is changing the way we do things, and it's becoming mainstream very quickly.<p>Opinions expressed by <i>Entrepreneur</i> contributors are their own.<p>Machine learning is changing the way we do things, and it’s becoming mainstream very quickly.<p>While many factors have contributed to this increase …

Machine Learning

What's the Difference Between a Data Lake, Data Warehouse and Database?

There are so many buzzwords these days regarding data management. Data lakes, data warehouses, and databases – what are they? In this article, we’ll …

Databases

25 Open Datasets for Deep Learning Every Data Scientist Must Work With

Introduction<p>The key to getting better at deep learning (or most fields in life) is practice. Practice on a variety of problems – from image …

Deep Learning

Learning to write programs that generate images

<b>Through a human’s eyes, the world is much more than just the images reflected in our corneas. For example, when we look at a building and admire the</b> …

Deep Learning

Essential skills and traits of elite data scientists

Data scientists continue to be in high demand, with companies in virtually every industry looking to get the most value from their burgeoning …

Consulting

Tuning

What is Tuning?<p><i>Note: Before reading this entry, you may want to familiarize yourself with data mining and algorithms.</i><p>Have you ever played a video …

Machine Learning

TensorFlow Tutorial For Beginners

<i>Originally published at</i> <i>https://www.datacamp.com/community/tutorials/tensorflow-tutorial</i><p>Deep learning is a subfield of machine learning that is a set …

Deep Learning

Fundamentals of Data Visualization

18 Telling a story with data<p>Most data visualization is done for the purpose of communication. We have an insight about a dataset, and we have a …

Top 5 Data Science Machine Learning Repositories on GitHub in Feb 2018

Introduction<p>Continuing our theme of collecting and sharing the top machine learning GitHub repositories every month, the February edition is fresh …

Machine Learning

Ten Machine Learning Algorithms You Should Know to Become a Data Scientist

Machine Learning Practitioners have different personalities. While some of them are “I am an expert in X and X can train on any type of data”, where …

Machine Learning

NLP in Python

Natural language processing (NLP) is one of the most interesting sub-fields of data science, and data scientists are increasingly expected to be able …

Google open sources machine learning tech it used to find new planets

Google is open sourcing its code for processing data from NASA's Kepler space telescope and training neural network models, in the search for …

Machine Learning

Freebie: The Basics of User Experience Design

Learn about core concepts in UX design as compiled by the Interaction Design Foundation (IDF), design thinking, interaction design, mobile UX design, …

How (and whether) to implement machine learning in your organization

Machine learning is making substantial impacts on businesses around the world, but many organizations struggle to understand where and when to optimally use ML. To enable successful deployments, businesses must first recognize which problems are most amenable to ML and, second, ensure the right …

Why Facebook's logo is blue — a designer’s guide to color and emotion

We’re able to see different colors because of our retina’s innate ability to differentiate frequencies of light waves.<p>Certain colors or shades evoke different sentiments in people. In this post, I want to give a quick introduction to color theory, ways to combine colors, and tools for designing …

Graphic Design

Unlock a career in ethical hacking with these five courses

When it comes to keeping cybercriminals at bay, the best solution is to employ hackers who use the same skills for good. Commonly known as ethical …

The 7 best deep learning books you should be reading right now

In today’s post I’m going to share with you the 7 best deep learning books (in no particular order) I have come across and would personally recommend …

Machine Learning

These 5 Courses (57.5 Hours!) Are Your Path to Expert-Level Python Programming

<b>The Complete Python Programming Boot Camp: Beginner to Advanced</b><p>Master Python One Step At a Time<p><b>Python for Programmers</b><p>Learn Python Quickly In This …

AI learns to cheat at Q*bert in a way no human has ever done before

Now machines can cheat with the best of us, there’s really no hope for score chasers<p>An AI has managed to cheat with the best humanity has to offer …