Free Book: Azure Machine Learning in a Weeken

*By Ajit Jaokar and Ayse Mutlu. *

Exclusively for Data Science Central members, with free access. You can download this book (PDF) …

Blog Free Book: Azure Machine Learning in a Weeken 6 Likes How to learn the maths of Data Science usingThis post is a part of my forthcoming book on **Mathematical foundations of Data Science**.

In this post, we use the Perceptron algorithm to bridge the gap between high school…

Blog How to learn the maths of Data Science using 2 Likes
Gentle Approach to Linear Algebra, with Machi

This simple introduction to matrix theory offers a refreshing perspective on the subject. Using a basic concept that leads to a simple formula for the power of a matrix, we see how it can solve…

Blog Gentle Approach to Linear Algebra, with Machi 6 Likes The Mathematics of Forward and Back PropagatiUnderstanding the maths behind forward and back propagation is not very easy.

There are some very good – but also very technical explanations.

For example :…

Blog The Mathematics of Forward and Back Propagati 3 Likes
How will the Data Scientist’s job change thro
Blog
How will the Data Scientist’s job change thro
1 Like
Can AI detect emotions better than humans?
## Introduction

*“The…*

Learn #MachineLearning Coding Basics in a wee

For background to this post, please see…

Blog Learn #MachineLearning Coding Basics in a wee 11 Likes Importance of Hypothesis Testing in Quality M Blog Importance of Hypothesis Testing in Quality M 6 Likes
Learn #MachineLearning Coding Basics in a wee
Blog
Learn #MachineLearning Coding Basics in a wee
55 Likes
Advice to a fresh graduate for getting a job

After a recent webinar, I was asked about…

Blog Advice to a fresh graduate for getting a job 3 Likes The Mathematics of Data Science: Understandin

**Note:** This is a long post, but I kept it as a single post to maintain continuity of the thought flow

In this longish post, I have tried to explain Deep Learning…

Blog The Mathematics of Data Science: Understandin 10 Likes AI / Machine learning Cloud APIs: AWS – AzureMost of us start working with specific programming…

Blog AI / Machine learning Cloud APIs: AWS – Azure 3 Likes
Why You Should be a Data Science Generalist -
## Introduction

# Introduction

The new advice today for data scientists is not to become a generalist. You can read recent articles on this topic, for instance …

Blog Why You Should be a Data Science Generalist - 5 Likes Why I agree with Geoff Hinton: I believe thatGeoffrey Hinton dismissed the need for…

Blog Why I agree with Geoff Hinton: I believe that 1 Like A simplified explanation for Understanding thIn this post, I explain the maths of Deep Learning in a simplified manner. To keep the explanation simple, we cover the workings of the MLP mode (Multilayer…

Blog A simplified explanation for Understanding th 11 Likes Interpreting Exploratory Data Analysis (EDA)**Exploratory Data…**

The Halley’s comet Data Scientist
# Background

Image source:…

Blog The Halley’s comet Data Scientist 3 Likes AI technologies used in Robotics

Robotics today is not…

Blog AI technologies used in Robotics 2 Likes
Boost your data science skills. Learn linear

# Introduction

I’d like to introduce a series of blog posts and their corresponding Python Notebooks gathering notes on the Deep Learning Book from Ian…

Blog Boost your data science skills. Learn linear 20 Likes How to Choose a Machine Learning Model – Some

In this…

Blog How to Choose a Machine Learning Model – Some 7 Likes AI and Algorithmocracy: What the Future WillWith the recent…

Blog AI and Algorithmocracy: What the Future Will 1 Like© 2019 Data Science Central ® Powered by

Badges | Report an Issue | Privacy Policy | Terms of Service

**Most Popular Content on DSC**

To not miss this type of content in the future, subscribe to our newsletter.

- Book: Classification and Regression In a Weekend - With Python
- Book: Applied Stochastic Processes
- Long-range Correlations in Time Series: Modeling, Testing, Case Study
- How to Automatically Determine the Number of Clusters in your Data
- New Machine Learning Cheat Sheet | Old one
- Confidence Intervals Without Pain - With Resampling
- Advanced Machine Learning with Basic Excel
- New Perspectives on Statistical Distributions and Deep Learning
- Fascinating New Results in the Theory of Randomness
- Fast Combinatorial Feature Selection

**Other popular resources**

- Comprehensive Repository of Data Science and ML Resources
- Statistical Concepts Explained in Simple English
- Machine Learning Concepts Explained in One Picture
- 100 Data Science Interview Questions and Answers
- Cheat Sheets | Curated Articles | Search | Jobs | Courses
- Post a Blog | Forum Questions | Books | Salaries | News

**Archives:** 2008-2014 |
2015-2016 |
2017-2019 |
Book 1 |
Book 2 |
More

**Most popular articles**

- Free Book and Resources for DSC Members
- New Perspectives on Statistical Distributions and Deep Learning
- Time series, Growth Modeling and Data Science Wizardy
- Statistical Concepts Explained in Simple English
- Machine Learning Concepts Explained in One Picture
- Comprehensive Repository of Data Science and ML Resources
- Advanced Machine Learning with Basic Excel
- Difference between ML, Data Science, AI, Deep Learning, and Statistics
- Selected Business Analytics, Data Science and ML articles
- How to Automatically Determine the Number of Clusters in your Data
- Fascinating New Results in the Theory of Randomness
- Hire a Data Scientist | Search DSC | Find a Job
- Post a Blog | Forum Questions