DataCamp is an online learning platfrom with interactive courses, practices, and projects. Not only R but Python is appied in different projects, and those mini-projects could help you hone your coding skill and the machine learning knowledge!
In general, those projects need basic data wrangling and data visualization skill in tidyverse way (recommended), and the corresponding cheat sheets also be provided in here. I consider that it's fairly hard to remember all the functions in different packages, so the cheat sheets come in handy for us to check out the frequently used functions and arguments!
Here, I will update the project from DataCamp everyday until finishing all projects! Leave a star if you feel helpful!
p.s. I have finished all projects posted before 2019/05/15
- A Text Analysis of Trump's Tweets
- A Visual History of Nobel Prize Winners
- Are You Ready for the Zombie Apocalypse?
- Bad passwords and the NIST guidelines
- Clustering Bustabit Gambling Behavior
- Clustering Heart Disease Patient Data
- Data Science for Social Good/ Crime Study (ggmap)
- Degrees That Pay You Back (Kmeans)
- Dr. Semmelweis and the Discovery of Handwashing
- Draw flowers using mathematics
- Drunken Datetimes in Ames, Iowa
- Explore 538's Halloween Candy Rankings
- Exploring the Kaggle Data Science Survey
- Functions for Food Price Forecasts
- Gender Bias in Graduate Admissions (Simpson's paradox)
- Going Down to South Park/ A Text Analysis
- Health Survey Data Analysis of BMI
- Kidney Stones and Simpson's Paradox
- Level Difficulty in Candy Crush Saga
- Partnering to Protect You from Peril (Network analysis)
- Planning Public Policy in Argentina
- Predict Taxi Fares with Random Forests
- Reducing Traffic Mortality in the USA
- Rise and Fall of Programming Languages
- Scout Your Athletics Fantasy Team
- Trends in Maryland Crime Rates (GLMM)
- TV, Halftime Shows, and the Big Game
- Visualizing Inequalities in Life Expectancy
- What Makes a Pokémon Legendary?
- What Your Heart Rate Is Telling You
- Where Are the Fishes?
- Where Would You Open a Chipotle?
- Who Is Drunk and When in Ames, Iowa?
- Wrangling and Visualizing Musical Data
- A Network Analysis of Game of Thrones
- A New Era of Data Analysis in Baseball
- A Visual History of Nobel Prize Winners
- ASL Recognition with Deep Learning
- Bad passwords and the NIST guidelines
- Book Recommendations from Charles Darwin
- Classify Song Genres from Audio Data
- Comparing Cosmetics by Ingredients
- Do Left-handed People Really Die Young?
- Dr. Semmelweis and the Discovery of Handwashing
- Exploring 67 years of LEGO
- Exploring the Bitcoin Cryptocurrency Market
- Exploring the evolution of Linux
- Find Movie Similarity from Plot Summaries
- Generating Keywords for Google Ads
- Give Life/ Predict Blood Donations
- Mobile Games A/B Testing with Cookie Cats
- Naïve Bees/ Deep Learning with Images
- Naïve Bees/ Image Loading and Processing
- Naïve Bees/ Predict Species from Images
- Name Game/ Gender Prediction using Sound
- Predict Stock Trends from News Headlines
- Recreating John Snow's Ghost Map
- Reducing Traffic Mortality in the USA
- Risk and Returns/ The Sharpe Ratio
- The Android App Market on Google Play
- The GitHub History of the Scala Language
- The Hottest Topics in Machine Learning
- TV, Halftime Shows, and the Big Game
- Up and Down With the Kardashians
- Which Debts Are Worth the Bank's Effort?
- Who Is Drunk and When in Ames, Iowa?
- Word Frequency in Moby Dick
- Introduction to DataCamp Projects
- TV, Halftime Shows, and the Big Game
- Data Transformation with dplyr
- Data Visualization with ggplot2
- LATEX math notation
- Date and Time with lubridate
- Data Wrangling with pandas
- R Markdown
- Shiny
- String Manipulation with stringr