My DataCamp courses
My course docs are hosted on shinyapps.io and RPubs
My stats are here
Data Science Career Track for R:
- Introduction to R
- Intermediate R
- Intermediate R Practice
- Importing Data in R (Part 1)
- Importing Data in R (Part 2)
- Cleaning Data in R
- Importing and Cleaning Data in R: Case Studies
- Writing Functions in R
- Data Manipulation in R with dplyr
- Joining Data in R with dplyr
- Data Visualization in R
- Data Visualization with ggplot2 (Part 1)
- Data Visualization with ggplot2 (Part 2)
- Data Visualization with ggplot2 (Part 3)
- Introduction to Data
- Exploratory Data Analysis
- Exploratory Data Analysis in R: Case Study
- Correlation and Regression
- Foundations of Inference
- Machine Learning Toolbox
- Unsupervised Learning in R
- Text Mining: Bag of Words
- Reporting with R Markdown
Data Science Career Trak for Python:
- Intro to Python for Data Science
- Intermediate Python for Data Science
- Python Data Science Toolbox (Part 1)
- Python Data Science Toolbox (Part 2)
- Importing Data in Python (Part 1)
- Importing Data in Python (Part 2)
- Cleaning Data in Python
- pandas Foundations
- Manipulating DataFrames with pandas
- Merging DataFrames with pandas
- Introduction to Databases in Python
- Introduction to Data Visualization with Python
- Interactive Data Visualization with Bokeh
- Statistical Thinking in Python Part 1
- Statistical Thinking in Python Part 2
- Supervised Learning with scikit-learn
- Machine Learning with the Experts: School Budgets
- Unsupervised Learning in Python
- Deep Learning in Python
- Network Analysis in Python Part 1