Dream With Data TRD Center Private Limited
Python For Data Analyst & AI
Build practical skills in Python, Data Analytics, and Artificial Intelligence. Learn how to work with real-world data, clean and analyze datasets, create meaningful visualizations, and use Python-based AI tools and techniques.
What You’ll Learn
- Python fundamentals for data analysis
- NumPy & Pandas
- Data cleaning and preprocessing
- Data visualization with Matplotlib & Seaborn
- Exploratory Data Analysis (EDA)
- SQL & Python integration
- Statistics for data analysis
- Machine Learning fundamentals
- Introduction to AI & Generative AI
- Real-world projects and datasets
- Building job-ready Data Analyst skills
Ideal for: Students, graduates, working professionals, and beginners who want to build a career in Data Analytics, AI, and Machine Learning.
Syllabus
Python Basic
1. Course Introduction -Python For DA , DS & AI
2. Introduction to Python
3. Getting Started with Jupyter
4. Types
5. Expressions and Variables
6. String Operations
7. Lists and Tuples
8. Dictionaries
9. Sets
10. Conditions and Branching
11. Loops
12. Functions
13. Exception Handling
14. Objects and Classes
15. Reading Files with Open
16. Writing Files with Open
17. Pandas Loading Data
18. Pandas Working & Saving Data
19. Numpy in python -One Dimensional Numpy
20. Two Dimensional Numpy
21. Application Program Interface
22. REST APIs & HTTP Requests - Part 1
23. REST APIs & HTTP Requests - Part 2
24. Optional) HTML for Web Scraping
25. Optional) Web Scraping
26. Working with Different File Formats
Certificate