Beginners Guide To Data and Analytics »
The Difference Between Data, Analytics, and Insights »
Understanding Data Science and Why It's So Important »
What's the Difference Between a Data Analyst, Scientist and Engineer? »
Getting Started in Progressive Analytics »
How do I Become a Data Scientist? »
How To Break into the Data Science Market »
How to Actually Learn Data Science »
The SQL Tutorial for Data Analysis »
Database Programming Tutorial »
What is Object-Oriented Programming? »
Setup a Data Science Environment on your Personal Computer »
How to Think Like a Computer Scientist: Learning with Python »
15 Python Libraries for Data Science »
Cleaning Dirty Data with Pandas & Python »
Python Syntax Essentials and Best Practices »
Jupyter Notebook for Beginners: A Tutorial »
Data Analysis with Python and Pandas using Jupyter Notebook »
Advanced Jupyter Notebooks: A Tutorial »
Top 10 R Packages for Data Science »
Introducing GitHub Learning Lab »
Automating the Boring Stuff with Python, Pandas, and SQL »
Reading and Writing to Google Spreadsheets using Python »
Probability and Statistics for Data Science »
Essential Statistics for Data Science: A Case Study using Python, Part I »
A Visual Introduction to Probability and Statistics »
A Simple Framework for Building Predictive Models »
7 Practical Guidelines for Accurate Statistical Model Building »
Fitting Models using R-style Formulas »
Scoring and Predictive Models »
Data Engineering: What is it? »
ON the evolution of Data Engineering »
How To Become a Data Engineer »
Data Engineering 101: Top Tools And Framework Resources »
ETL - Understanding It and Effectively Using It »
The Types of Modern Databases »
Introduction to MongoDB and Python »
A Typical Data Engineering Project »
The Top 29 Data Engineering Open Source Projects »
Data Engineer Interview Questions With Python »
18 Places to Find Data Sets for Data Science Projects »
25+ Websites to Find Datasets for Data Science Projects »
How to Explain a Complex Topic in Simple Terms »
Turning Data Into Insights-How to use Data Visualization for Storytelling »
Fundamentals of Data Visualization »
Data Visualization 101: How to Choose the Right Chart or Graph for Your Data »
10 Useful Ways to Visualize Your Data »
The Psychology of Color in Data Visualization »
Choosing Colors for Your Data Visualization »
I can't stress enough how HELPFUL Meet-Up groups and Twitter
have been during my tech/analytics journey. Both platforms have a plethora of
information
and are a great way to build a community.
Weapons of Math Destruction: Cathy O'Neil Adds Up the Damage of Algorithms »
Algorithms of Oppression: How Search Engines Reinforce Racism »
How Can We Eliminate Bias In Our Algorithms? »
How Big Data Is ‘Automating Inequality’ »
Mitigating Algorithmic Bias in Predictive Justice »
Technology Is Biased Too. How Do We Fix It? »
Computational Social Science ≠ Computer Science + Social Data »