This repository is for Data Insight 2021 - Data Scientist Program Assignments and Projects.
Data Insight's Data Scientist Program is a comprehensive online data science training that covers all that you need to begin your journey towards becoming a Data Scientist. Over a period of 1 year, you will develop the technical skills to program in Python and learn how to use this powerful tool to collect, analyze and interpret complex data and to build predictive machine learning models.
Courses in the Data Scientist Program are developed by data science experts in industry and academia. They will help you to develop both programming and data science skills.
- Programming in Python
- Python for Data Science
- Shell for Data Science
- Git/GitHub for Data Science
- Data Science Toolbox
- Importing Data in Python
- Data Cleaning
- Pandas Foundations
- Data Manipulation
- Data Analysis
- Data Visualization
- SQL for Data Science
- Statistical Thinking
- Machine Learning
- Supervised Learning
- Unsupervised Learning
- Deep Learning
- Neural Networks
The projects in the Data Scientist Program will equip you with hands-on experience for solving real-world problems while building your data science portfolio.
- 8 Practical course-based projects
- 2 Applied data science capstone projects
You can check this link to see list of 2021 Data Insight Scholarship Awardees