Expert
Data Science Certificate Course
Curriculum
- 7 Sections
- 18 Lessons
- 0 Quizzes
- 0 Google Meets
- 120h Duration
Introduction to Data Science
4 Lessons0 Quizzes0 Google Meets
- Overview of Data Science and its Applications
- Data Science Workflow
- Basic Statistics and Probability
- Programming for Data Science
Data Wrangling and Exploration
2 Lessons0 Quizzes0 Google Meets
- Data Collection and Cleaning
- Exploratory Data Analysis (EDA)
Data Visualization
3 Lessons0 Quizzes0 Google Meets
- Principles of Effective Data Visualization
- Visualization Tools
- Hands-on Project
Machine Learning Basics
4 Lessons0 Quizzes0 Google Meets
- Introduction to Machine Learning
- Supervised Learning:
- Model Evaluation
- Project
Advanced Machine Learning Concepts
2 Lessons0 Quizzes0 Google Meets
- Unsupervised Learning
- Introduction to Deep Learning
Big Data and Cloud Computing
2 Lessons0 Quizzes0 Google Meets
- Introduction to Big Data
- Data Science in the Cloud
Capstone Project and Presentation
1 Lesson0 Quizzes0 Google Meets
- Capstone Project
