Akbar

70 Flips | 18 Magazines | 61 Likes | 5 Following | 3 Followers | @akbarboghani | Keep up with Akbar on Flipboard, a place to see the stories, photos, and updates that matter to you. Flipboard creates a personalized magazine full of everything, from world news to life’s great moments. Download Flipboard for free and search for “Akbar”

These 3 Personality Traits Affect What You Earn — but Only After Age 40

We often hear about the power of personality, and how some traits are beneficial for our careers while others are more harmful. For example, we know that being more conscientious (hard-working, driven, reliable, and organized) is associated with better job performance, and that being nice (more …

Psychology

277 Data Science Key Terms, Explained

<b>By Matthew Mayo, KDnuggets.</b><p>This post presents a collection of data science related key terms with concise, no-nonsense definitions, organized into 12 …

Machine Learning

These 7 Disruptive Technologies Could Be Worth Trillions of Dollars

Scientists, technologists, engineers, and visionaries are building the future. Amazing things are in the pipeline. It’s a big deal. But you already …

Emerging Technology

Machine Learning and Data Science Resources You Should Know About

Machine Learning and Data Science Resources You Should Know About

Data Science

Logistic Regression in Python Using Rodeo

Logistic Regression in Python Using Rodeo

Data Science

What We Learned Analyzing Hundreds of Data Science Interviews

What We Learned Analyzing Hundreds of Data Science Interviews

Data Science

An Introduction to Stock Market Data Analysis with Python (Part 1)

<i>This post is the first in a two-part series on stock data analysis using Python, based on a lecture I gave on the subject for MATH 3900 (Data</i> …

An Introduction to Stock Market Data Analysis with Python (Part 2)

An Introduction to Stock Market Data Analysis with Python (Part 2)

Trading

Data Mining in Python: A Guide

Data mining and algorithms<p>Data mining is the process of discovering predictive information from the analysis of large databases. For a data …

109 Commonly Asked Data Science Interview Questions

A Curated List of Data Science Interview Questions<p>Preparing for an interview is not easy – naturally there is a large amount of uncertainty regarding …

Data Science

Best practices for interviewing data science candidates

So, you’ve navigated the interview process and landed a job as a data scientist — great! And the company is successful and your team is …

Employment

A Kaggler's Guide to Model Stacking in Practice

IntroductionStacking (also called meta ensembling) is a model ensembling technique used to combine information from multiple predictive models to …

Machine Learning

What I Learned Implementing a Classifier from Scratch in Python

04 Jan 2017<p><i>This post is part of the Learning Machine Learning series. It’s based on Chapter 1 and 2 of Python Machine Learning</i>.<p>Machine learning can …

Machine Learning

5 Machine Learning Projects You Can No Longer Overlook

5 Machine Learning Projects You Can No Longer Overlook

Machine Learning

The Periodic Table of Data Science

(This article was first published on <b>DataCamp Blog</b>, and kindly contributed to R-bloggers)<p>This periodic table can serve as a guide to navigate the key …

Data Science

7 Cool Programming Tricks Inside Microsoft Notepad

No coding skills? No problem. Microsoft Notepad has you covered.<p>PCMag reviews products independently, but we may earn affiliate commissions from …

First Python Notebook goes to Washington

For almost three years I have taught a class called “Digital Frameworks” at Northwestern University’s Washington D.C. campus.<p>The ten-week course …

How to master the art of Git

<i>This article was first published on Medium. You can take a look at it here.</i><p>Have you ever wondered how one learns to use Git well? You use Git very …

Welcome to PyTorch Tutorials — PyTorch Tutorials 0.4.0 documentation

Welcome to PyTorch Tutorials¶<p>To get started with learning PyTorch, start with our Beginner Tutorials. The 60-minute blitz is the most common starting …

Tutorials

"Using Google’s BigQuery to Better Understand the Python Ecosystem"

When it comes to programming, it's important to be aware of the tools that your contemporaries are using. Not only is this a good way to stay …

Tensorflow demystified

To understand a new framework, Google’s Tensorflow is <i>a framework for machine-learning calculations</i>, it is often useful to see a ‘toy’ example and …

The Difference Between A Prediction And A Probability

Where is the S&P 500 going to end the year?<p>This is one of the most popular questions in financial media. Why? Because viewers are said to love …

Data Science

Advanced Machine Learning with Basic Excel

In this article, I present a few modern techniques that have been used in various business contexts, comparing performance with traditional methods. …

Data Science

Machine Learning Summarized in One Picture

Here is a nice summary of traditional machine learning methods, from Mathworks.I also decided to add the following picture below, as it illustrates a …

Data Science

Python for Big Data in One Picture

This picture originally posted here covers the following topics:• Basic stack<br>• Newer packages<br>• Integrated platforms<br>• Visualization<br>• Data …

Data Science

Data Science Summarized in One Picture

After posting Machine Learning Summarized in One Picture, here is a picture for data science:I tried to find the source for this picture, but could …

Data Science

Data Science Cheat Sheet

Data Science

Prediction Algorithms in One Picture

This infographics was produced by Dataiku.Click here to find the original image, along with the article describing the various concepts. Here are …

Data Science