Data Science with AI
Key Features
- Bite-sized, easy-to-follow lessons
- Hands-on data exploration and analysis
- Learn how AI enhances Data Science workflows
- Showcase your skills with an industry-recognized credential
About
Master the art of Data Science with Artificial Intelligence in just 30 days! This beginner-friendly course blends Data Science fundamentals with AI applications, empowering you to extract insights, visualize data, and build predictive models using AI techniques.
Modules
- Day 1: What is Data Science?
- Day 2: The Data Science Workflow
- Day 3: Tools of the Trade
- Day 4: Introduction to Data Visualization
- Day 5: Hands-On: Analyzing a Dataset
- Day 6: Quiz and Recap
- Day 7: Mini Project 1
- Day 8: Data Cleaning Basics
- Day 9: Data Transformation Techniques
- Day 10: Exploratory Data Analysis (EDA)
- Day 11: Hands-On: EDA in Python
- Day 12: Working with Large Datasets
- Day 13: Quiz and Recap
- Day 14: Mini Project 2
- Day 15: Introduction to Predictive Modeling
- Day 16: Supervised Learning Techniques
- Day 17: Unsupervised Learning Basics
- Day 18: Model Evaluation
- Day 19: Hands-On: Building ML Models
- Day 20: Quiz and Recap
- Day 21: Mini Project 3
- Day 22: AI in Data Science
- Day 23: Introduction to Deep Learning
- Day 24: Real-World Applications of AI in Data Science
- Day 25: Group Project Kickoff
- Day 26: Implementing the Group Project
- Day 27: Finalizing and Presenting the Project
- Day 28: Course Review and Final Quiz
- Day 29: Certification and Portfolio Tips
- Day 30: Career Guidance Session