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The Blunt Guide to Mathematically Rigorous Machine Learning

I recently wrote a brief guide on the Math required for Machine Learning. People liked it, and asked me to write one on how to master ML at a …

Machine Learning

7 Key Factors to Consider Before Choosing a Chatbot Platform

Artificial Intelligence & Machine Learning — The two words that are on the tip of every technophile’s tongue. It is fair to say that AI and ML, over …

Machine Learning

A NLP Guide to Text Classification using Conditional Random Fields

We use cookies on Analytics Vidhya websites to deliver our services, analyze web traffic, and improve your experience on the site. By using Analytics …

Taxonomy

Google Tracks You Even If Location History's Off. Here's How to Stop It

If, like most people, you thought Google stopped tracking your location once you turned off Location History in your account settings, you were …

Privacy

These are the best books for learning modern statistics—and they’re all free

Statistics came well before computers. It would be very different if it were the other way around.<p>The stats most people learn in high school or college come from the time when computations were done with pen and paper. “Statistics were constrained by the computational technology available at the …

Machine Learning

Six lessons from a post-millennial on getting a job in AI

Shavak Agrawal. Photo: Kumar/Mint<p>As a graduate it is not easy to get a job in AI, unless you can show the right experience,” says Shavak Agrawal, 21, …

How to train neural network on browser

Whether you are new to deep learning or a seasoned veteran, setting up an environment for training a neural network can be painful sometimes. Would …

Deep Learning

Introducing BigQuery ML for building predictive models with SQL

One key to efficient data analysis of big data is to do the computations where the data lives. In some cases, that means running R, Python, Java, or …

Machine Learning

What Steps should one take while doing Data Preprocessing?

Hello everyone, I am back with another topic which is <b>Data Preprocessing</b>.<p><b>What is Data Preprocessing ?</b><p><b>Data preprocessing</b> is a <b>data</b> mining technique that …

Data Science

A beginner's guide to AI: Natural language processing

<i>Welcome to TNW’s beginner’s guide to AI. This (currently) four part feature should provide you with a very basic understanding of what AI is, what it can do, and how it works. The guide contains articles on (in order published) neural networks, computer vision, natural language processing, and</i> …

Artificial Intelligence

Building a FAQ Chatbot in Python – The Future of Information Searching

We use cookies on Analytics Vidhya websites to deliver our services, analyze web traffic, and improve your experience on the site. By using Analytics …

Seedbank — discover machine learning examples

By Michael Tyka, Artists + Machine Intelligence<p>Discovering and getting started with Machine Learning can be daunting. Perhaps you have a vague …

Build a chat app in the terminal using Python

<b>Pusher</b>, our weekly sponsor, makes communication and collaboration APIs that power apps all over the world, supported by easy to integrate SDKs for …

Top 5 Open Source Machine Learning Tools to Master ML

Nowadays, it appears that tech organizations can’t employ their Artificial Intelligence or Machine Learning experts quick enough.<p>So in case you’re …

Check out these mind-boggling models of complex networks

A Northeastern lab is helping model complicated networks for the first time–including how fake news spreads.<p>So much of the information in our world is networked, with nodes of data linked together through complex relationships. Just think of Facebook, where each user is a node connected to …

Open Source Datasets with Kaggle

<i>This post was written by Vanessa Sochat, a Research Software Engineer for Stanford Research Computing and the Stanford School of Medicine. She is the</i> …

Deep Learning Best Practices –  Weight Initialization

In this blog I am going to talk about the issues related to initialization of weight matrices and ways to mitigate them. Before that, let’s just …

Xineoh offers AI that predicts customer behavior with scary accuracy

Artificial intelligence has been shaking up the marketing world for the last few years, helping automate menial, repetitive tasks, inform better creative decisions, and predict revenue projections.<p>But many of the tools available for that latter category, namely, predictive analytics, have a …

Explainer: What is a blockchain? - MIT Technology Review

What is it?<p>A public1, permanent2, append-only3distributed4ledger5.<p>What’s that?<p>A mathematical structure for storing data in a way that is nearly …

If Your Data Is Bad, Your Machine Learning Tools Are Useless

Poor data quality is enemy number one to the widespread, profitable use of machine learning. While the caustic observation, “garbage-in, garbage-out” has plagued analytics and decision-making for generations, it carries a special warning for machine learning. The quality demands of machine learning …

Nvidia releases Kubernetes on graphics chips to accelerate deep-learning jobs

Graphics processing units are becoming increasingly popular in the data center to accelerate data-intensive workloads such as machine learning and …

Choosing the Right Machine Learning Algorithm

Machine learning is part art and part science. When you look at machine learning algorithms, there is no one solution or one approach that fits all. …

5 Tips To Learn Machine Learning

The progress that machine learning has made in past decade strikes everyone as genuine and astounding. Tons of libraries, architectures and …

Ubuntu 18.04 Deep Learning Environment Setup

Deep Learning on Ubuntu 18.04 isn’t officially supported since the CUDA Libraries aren’t officially supported by the OS yet.<p>However, if you still …

Apple’s Core ML 2 vs. Google’s ML Kit: What’s the difference?

At Apple’s Worldwide Developers Conference 2018, the Cupertino company announced Core ML 2, a new version of its machine learning software development kit (SDK) for iOS devices. But it’s not the only game in town — just a few months ago, Google announced ML Kit, a cross-platform AI SDK for both iOS</i> …

Must know Information Theory concepts in Deep Learning (AI)

Information theory is an important field that has made significant contribution to deep learning and AI, and yet is unknown to many. Information …

In this tutorial, we will see how to predict whether a person has diabetes or not, based on information like blood pressure, body mass index (BMI), age, etc. The data was collected and made available by "National Institute of Diabetes and Digestive and Kidney Diseases" as part of the Pima Indians Diabetes Database . Several constraints were placed on the selection of these instances from a larger

In this tutorial, we will see how to predict whether a person has diabetes or not, based on information like blood pressure, body mass index (BMI), …

50 books that inspire Elon Musk, Jeff Bezos and other tech titans

We all know that the most successful entrepreneurs and CEOs have a great appetite for reading. But what books do they remember? Which ones do they …

3 Books That Will Inspire You To Create Success Habits

I sometimes feel guilty when I shouldn’t.<p>And it also happens when I spend time reading books.<p>The challenge is that because I enjoy reading so much …

How open-source computing is making AI affordable

Open-source computing and the cloud have brought many previously unaffordable IT options to small and medium-sized enterprises (SMEs). The same is …