Free Certificates from freeCodeCamp
freeCodeCamp is a non-profit organization that can teach you to code online for free. It includes thousands of hours of learning content exploring topics from web development to machine learning. The content is structured into certifications. Each is dedicated to a particular topic and leads to a free certificate of completion.
Here are the certifications currently offered by freeCodeCamp:
Free Certificates from Kaggle
Kaggle is an online community for data scientists and machine learning practitioners. You can create your own data science and machine learning projects using over 50,000 public datasets and 400,000 public notebooks in a configuration-free Jupyter Notebooks environment. Kaggle has organized over 500 open competitions for learners and experts to develop their data science skills. It also offers 16 free hands-on courses to help you learn the basics of data science, such as Intro to Machine Learning or Feature Engineering. You’ll get a certificate of completion when you finish a course.Here are the certifications currently offered by freeCodeCamp:
- Learn Python Tutorials
- Learn Intro to Machine Learning Tutorials
- Learn Intermediate Machine Learning Tutorials
- Learn Pandas Tutorials
- Learn Intro to SQL Tutorials
- Learn Advanced SQL Tutorials
- Learn Data Visualization Tutorials
- Learn Feature Engineering Tutorials
- Learn Intro to Deep Learning Tutorials
- Learn Computer Vision Tutorials
- Learn Time Series Tutorials
- Learn Data Cleaning Tutorials
- Learn Intro to AI Ethics Tutorials
- Learn Geospatial Analysis Tutorials
- Learn Machine Learning Explainability Tutorials
- Learn Intro to Game AI and Reinforcement Learning Tutorials
Free Certificates from DataCamp
Over 30 free courses with certificates in Python and R. The courses are designed in an interactive, document-based learning mode. A certificate of achievement is available for download as you complete each chapter of the course.
- Data Exploration With Kaggle Scripts
- Introduction to Python & Machine Learning (with Analytics Vidhya Hackathons)
- Tidy Data in Python Mini-Course
- Intro to data.world in Python
- SQL Tutorial for Marketers
- Kaggle Python Tutorial on Machine Learning
- Plotly Tutorial: Plotly and R
- Causal Inference with R – Instrumental Variables & RDD
- Kaggle R Tutorial on Machine Learning
- Data Analysis and Statistical Inference
- Basic Statistics
- Inferential Statistics
- Introduction to Probability and Data – Labs
- Intro to Computational Finance with R
- R for the Intimidated
- How to work with Quandl in R
- Beginning Bayes in R
- Causal Inference with R – Experiments
- Big Data Analysis with Revolution R Enterprise
- Causal Inference with R – Regression
- R, Yelp and the Search for Good Indian Food
- Reading Data into R with readr