What Will You Learn with Hands-On
Introduction to Machine Learning
Explore the fundamentals of machine learning, its types, and real-world applications across industries. Gain hands-on experience with datasets and visualization tools.
Data Preprocessing & Feature Engineering
Supervised Learning: Regression & Classification
Understanding Machine Learning
- Definition and importance.
- Real-world applications (healthcare, finance, e-commerce).
Types of Machine Learning
- Supervised Learning: Regression for prediction, Classification for categorization.
- Unsupervised Learning: Dimensionality reduction and clustering.
- Reinforcement Learning: Basics of reward-based learning.
Industry Use Cases
- Customer segmentation in marketing.
- Fraud detection in finance.
- Demand forecasting in retail.
Hands-On Activity
- Dataset: Real-world customer transaction data.
- Load and explore the dataset using Pandas.
- Visualizing customer demographics (age, income, spending scores) using Matplotlib & Seaborn.
Learning Outcomes
- Understand the fundamentals of machine learning and its types.
- Identify real-world ML applications across industries.
Mr Vimal Daga Driving AI Transformation for India
Mr Vimal Daga Driving AI Transformation for India
A visionary mentor and tech innovator, Mr. Vimal Daga has been instrumental in AI and Cloud adoption, empowering India’s youth with cutting-edge skills to make them industry and future-ready. His past contributions supported India’s Cloud First Policy, and now, through this Free AI Foundation Training, he aligns with the IndiaAI Mission to democratize AI education.
With a mission to bridge the gap between learning and real-world applications, he continues to mentor young minds, fostering AI-driven innovation, entrepreneurship, and national growth.
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Join India’s AI Revolution : Project KALKI
Join 200+ passionate AI enthusiasts, collaborate on real-world projects, and contribute to India’s First Indigenous AI Foundation Model—shaping the future of AI while supporting the IndiaAI Mission. 🚀 AI from India, for the World!
