Recent AI, Big Data and Machine Learning Info Digest 2017/07/16

New Frontiers for Deep Learning in Robotics
In this workshop a wide range of renowned experts will discuss deep learning techniques at the frontier of research that are not yet widely adopted, discussed, or well-known in our community.

How AI And Deep Learning Are Now Used To Diagnose Cancer
Without a doubt one of the most exciting potential uses for AI (Artificial Intelligence) and in particular deep learning is in healthcare. 

Lecture note <Brief Introduction to Machine Learning without Deep Learning>
By KyungHyun Cho All the things you need to know in order to become a certified ML scientist can be found there.

Data Preparation for Data Science: A Field Guide
Casey Stella presents a utility written with Apache Spark to automate data preparation, discovering missing values, values with skewed distributions and discovering likely errors within data.

Winning Strategies for Applied AI Companies
The aim of this post is to disclose a framework we have built when we look at Applied AI companies. 

Recent AI, Big Data and Machine Learning Info Digest 2017/07/04

How to build a data science pipeline
Start with y. Concentrate on formalizing the predictive problem, building the workflow, and turning it into production rather than optimizing your predictive model. Once the former is done, the latter is easy.

How Deep Learning Is Personalizing the Internet
Personalization is no doubt one of the strongest imperatives today in the internet industry as a whole and deep learning almost certainly holds tremendous potential in this area. Therefore, businesses that aim to remain on the cutting edge need to keep an eye out for advancements in the field.

3 Massive Big Data Problems Everyone Should Know About
There are 3 Big Data concerns that should keep people up at night: Data Privacy, Data Security and Data Discrimination.

Deep Learning Research Review Week 2: Reinforcement Learning
This is the 2nd installment of a new series called Deep Learning Research Review by Adit Deshpande . This week he focuses on Reinforcement Learning.

Hands on with Deep Learning – Solution for Age Detection Practice Problem
In this article, Faizan Shaikh explained a simple benchmark solution for Age Detection Practice Problem. 

Architecture of Convolutional Neural Networks (CNNs) demystified
Dishashree Gupta provides an intuition into convolutional neural networks by not going into the complex mathematics of CNN.

Recent AI, Big Data and Machine Learning Info Digest 2017/03/19

How to Get a Data Science Job: A Ridiculously Specific Guide

Introducing Similarity Search at Flickr

Squeezing Deep Learning Into Mobile Phones

5 algorithms to train a neural network

IPython and Jupyter Notebook

Pandas & Seaborn - A guide to handle & visualize data elegantly

Naked Tensor

Ideas on interpreting machine learning

Recent AI, Big Data and Machine Learning Info Digest 2017/03/05

The Black Magic of Deep Learning - Tips and Tricks for the practitioner

How is Deep Learning Changing Data Science Paradigms?

GPUs are now available for Google Compute Engine and Cloud Machine Learning

Bare bones Python implementations of some of the foundational Machine Learning models and algorithms

How to start a Data Science project in Python

Pandas Cheat Sheet - Python for Data Science

Artificial intelligence: Understanding how machines learn

Recent Big Data and Machine Learning Info Digest 2017/02/05

Reimagining the Construction Industry (indus.ai)

CEOs Not Seeing Big Picture On 'Big Data'

Scikit-learn tutorial: statistical-learning for sientific data processing

Will You Graduate? Ask Big Data

How to get your first job in Data Science?

What is a GPU and Why Do I Care? A Businessperson's Guide

Deep Learning on Databricks - Integrating with TensorFlow, Caffe, MXNet, and Theano

Recent Big Data and Machine Learning Info Digest 2017/01/28

Deep Reinforcement Learning: An Overview

In-Depth on Udacity’s Self-Driving Car Curriculum

The Rise of the Data Engineer

6 areas of AI and machine learning to watch closely

41 Essential Machine Learning Interview Questions (with answers)

4 Steps To Learn TensorFlow When You Already Know scikit-learn

7 Steps to Mastering Machine Learning With Python

Introduction to Apache Spark with Examples and Use Cases

19 Data Science Tools for people who aren’t so good at Programming

Recent Big Data and Machine Learning Info Digest 2017/01/21

Data Science: Identifying Variables That Might Be Better Predictors

Learn TensorFlow and deep learning, without a Ph.D.

Why 2017 is the year of data-driven AI

Rules of Machine Learning: Best Practices for ML Engineering

AI Software Learns to Make AI Software

Designing Neural Network Architectures using Reinforcement Learning

How to present your data science portfolio on Github

Recent Big Data and Machine Learning Info Digest 2017/01/13

Hadoop Is Falling (Adoption has slowed considerably, but is that the fault of the platform?)

Should a machine learning beginner go straight for deep learning?

The major advancements in Deep Learning in 2016

8 data trends on our radar for 2017

Deep Learning Enables You to Hide Screen when Your Boss is Approaching

All Eyes On AI in 2017

Deep Learning in Python: Getting Started

Unlock Value in Massive Datasets (Coursera - Learn fundamental big data methods in six straightforward courses.)

Big Data Platform: Landscape Review by 2017

Python Data Science Handbook

Recent Big Data and Machine Learning Info Digest 2016/12/31

Why Big Data is in Trouble: They Forgot About Applied Statistics

Is Data Science Ripe for a Massive Merger & Acquisition / Consolidation?

A Guide to Deep Learning by YN2

Predictions for Deep Learning in 2017

Top 30 Data Science Articles of the Year

28 Jupyter Notebook tips, tricks and shortcuts

Practical Deep Learning For Coders, Part 1

Recent Big Data and Machine Learning Info Digest 2016/12/18

The major advancements in Deep Learning in 2016

Three Major Benefits of Big Data

Comprehensive learning path – Data Science in Python

Apache Spark: A Unified Engine for Big Data Processing

Why Deep Learning is Radically Different from Machine Learning

The Most Boring/Valuable Data Science Advice

Recent Big Data and Machine Learning Info Digest 2016/10/22

Explaining Data Science to High School Students

Big data: Why the boom is already over

Banking, manufacturing industries will fuel demand for big data products: IDC

Kaggle Ranking #1: The Data Science (and more) of Predicting Consumer Debt Default

Preparing for the Future of Artificial Intelligence (White House)

Ask HN: How to get started with machine learning?

Recent Big Data and Machine Learning Info Digest 2016/09/23

Data Science: A Kaggle Walkthrough – Creating a Model

Deep Learning in a Nutshell: Reinforcement Learning

Why do deep neural nets require so much training data to perform well?

6 Startups Using AI for Algorithmic Trading Strategies

Ten Myths About Machine Learning

How Hillary's Campaign Is (Almost Certainly) Using Big Data

Recent Big Data and Machine Learning Info Digest 2016/09/17

Beware of the gaps in Big Data

The 10 Algorithms Machine Learning Engineers Need to Know

How do you define "data science" and "data scientist"?

What is the Difference Between Deep Learning and “Regular” Machine Learning?

What You Know About Deep Learning Is A Lie

Attention and Augmented Recurrent Neural Networks

Recent Big Data and Machine Learning Info Digest 2016/06/25

Spark Makes Inroads into NoSQL Ecosystem

RPy2: Combining the Power of R + Python for Data Science

Deep Learning for Recommender Systems - Budapest RecSys Meetup

FOR DATA WORK, “IT’S ACTUALLY PRETTY HARD TO ARGUE *AGAINST* USING PYTHON”

A poet does TensorFlow

Hello, TensorFlow!

Data Mining Reveals the Crucial Factors That Determine When People Make Blunders

Recent Big Data and Machine Learning Info Digest 2016/04/16

Google launches distributed version of its TensorFlow machine learning system

Step-by-step video courses for Deep Learning and Machine Learning

The 5-Minute Guide to Understanding the Significance of Apache Spark

A Pocket Guide to Data Science

Recent Big Data and Machine Learning Info Digest 2016/04/11

Data in the emerging world of stream processing

13 Machine Learning & Data Science Startups from Y Combinator Winter 2016

Doing Data Science Right — Your Most Common Questions Answered

THE YEAR DATA STREAMING BECOMES MAINSTREAM

A Complete Tutorial to learn Data Science in R from Scratch

A Complete Tutorial to Learn Data Science with Python from Scratch

Recent Big Data and Machine Learning Info Digest 2016/03/19

NOT A DATA SCIENTIST? YOU CAN STILL BE DATA SAVVY

Why Hadoop Must Evolve Toward Greater Simplicity

Big Data Insights - IT Support Log Analysis

Engineers Shouldn’t Write ETL: A Guide to Building a High Functioning Data Science Department

Recent Big Data and Machine Learning Info Digest 2016/03/13

BEGINNER’S GUIDE TO THE HISTORY OF DATA SCIENCE

Spark and big data discovery: An evolutionary perspective

Instagram Surveillance: How Data Analysts Link Your Photos To Your Credit Card Purchases

HADOOP AND SPARK: A MATCH MADE IN (BIG DATA) HEAVEN

Recent Big Data and Machine Learning Info Digest 2016/02/23

8 Ways To Monetize Data

50 Years of Data Science by David Donoho

Facebook Says It Has Created The Most Accurate Population Density Models Ever

Top 10 Quora Machine Learning Writers and Their Best Advice

Top 10 Data Mining Algorithms, Explained

Advanced Analytics Software’s Most Important Feature? Gartner Says it’s VCF

Recent Big Data and Machine Learning Info Digest 2016/01/27

Marvin Minsky Reflects on a Life in AI

Best Data Science Online Courses

Better Understand Your Data in R Using Descriptive Statistics (8 recipes you can use today)

5 steps to land a data science job in just 6 months

Using Statistical Algorithms for Success in Kaggle’s Data Science Competitions

13 big data certifications that will pay off

Is Blockchain the most important IT invention of our age?

48 Amazingly Cool Free Applications for Doing #DataScience