I have curated the learning pathway for you to learn Machine Learning and Data Science.
You can follow the Google Classroom paths below:
- Essential Math and Stat
- Data Science
- Computational Mathematics
- SQL
- R & Python
- Big Data [optional]
- Distributed Algorithm & Optimizations [optional]
- Data Collection, Preparation & Hypothesis Tests
- Stochastic Process
- Cognitive Analysis
- Perspective Analysis and Prediction
- Predictive Analysis
- Descriptive Data Analysis
- Categorical Data Analysis & Generalized
- Research Methodology
- Applied Data Analytics
- Machine Learning Methods
- Linear Regression Model
- Image Processing & Analysis
- Deep Learning
- Capstone Projects
Also, you can find my Github repo for many examples for beginner to expert levels here.
Photo by Vanessa Loring
