Data Analysis Learning Resources

Data Analysis Basics:

Foundations of Data Analysis:

Basics of Data Analysis 

basics of statistics

Understanding data

General introduction to R, Python & SQL and choosing right tool for your data

Data Collection & Storage

Data Collection Methods in general

Data Collection in Research Projects

Data collection Methodologies

Data Cleaning and Preparation:

Basics of Data Cleaning

Data Cleaning using Python

Data cleaning using R

Analysing the Data / Exploratory Data Analysis (EDA)

Understanding EDA

Steps to follow for EDA

Data Interpreting / Statistical Analysis & Modeling:

What is Statistical Modeling

Predectice Analytics

Data Visualization and Communication

Basics of Data Visualization

Tool Specific Learning Resources:

R:

Hands-on Programming with R

Basics of R for Data Analysis

Hands on Exercise

R for Data Science

Data Mining Using R

Python:

Basics of Python

Data Analysis using Python

Python library functions for Data Science

Image Processing using Python

Python for building Predictive Models

MATLAB:

MATLAB Essential Training

MATLAB Training

Excel:

Data analysis using excel

Statistical analysis using Excel

Excel basis for data analysis (Coursera)

Introduction to data analysis using excel (Coursera)

Linux

Basics of Linux command Lines