datacamp_courses

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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)
  • Section 1,2,3
  • Section 4,5
• Data Visualization with ggplot2 (Part 2)
• Data Visualization with ggplot2 (Part 3)
  • Section 1,2
  • Section 3
  • Section 4,5
• 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