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Course Overview
This course introduces modern data analysis techniques using AI-powered tools. Participants will learn how to collect, clean, analyze, and visualize data using Python and AI-assisted analytics tools.
Learning Outcomes
Participants will learn to:
- Perform data analysis using Python
- Use AI tools to automate data insights
- Create visualizations and dashboards
- Apply machine learning for basic predictions
Course Modules
📘 Module 1: Introduction to Data Analytics & AI (6 Hours)
- Data analytics lifecycle
- Role of AI in data analysis
- Tools for AI-powered analytics
📘 Module 2: Python for Data Analysis (8 Hours)
- Python basics
- NumPy and Pandas
- Working with datasets
📘 Module 3: Data Cleaning and Preprocessing (8 Hours)
- Handling missing data
- Data transformation
- AI-assisted data preparation
📘 Module 4: Data Visualization (8 Hours)
- Matplotlib and Seaborn
- Creating dashboards
- AI-driven insights
📘 Module 5: Introduction to Machine Learning (8 Hours)
- Regression and classification
- Model evaluation
- AI-powered prediction tools
📘 Module 6: Real-World Data Projects (6 Hours)
- Healthcare data analysis
- Business analytics case study
📘 Module 7: Final Project (4 Hours)
- Data analysis project with visualization
Tools & Technologies Covered
Python
Pandas
NumPy
Matplotlib
Google Colab
Jupyter Notebook
Target Audience
Ideal For
- Students from Computer Science, Business Analytics, Economics, and Research fields
Assessment & Certification
- Hands-on Exercises: Practical coding assignments after each module
- Mini Project: Real-world dataset analysis or application development
- Final Assessment: Comprehensive evaluation at course end
- Certificate: Course completion certificate from ConnecToLead
Why Choose This Course?
- ✅ Industry-relevant curriculum
- ✅ Hands-on projects and real-world case studies
- ✅ Learn from experienced instructors
- ✅ Flexible online learning schedule
- ✅ Lifetime access to course materials
- ✅ Dedicated support and doubt clearing
- ✅ Certificate of completion
- ✅ Career guidance and mentorship
Enroll in This Course
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