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Python with AI & ML (Machine Learning)
Unlock the Future of Intelligence. Master the core concepts of Python and transition into the world of Artificial Intelligence and Machine Learning.
03
Months Duration
4
Core Modules
100%
Hands-on Projects
Course Overview
This comprehensive course is designed to take you from a Python beginner to an AI specialist. You will learn the mathematics behind ML (Machine Learning), the frameworks for DL (Deep Learning), and build real-world AI applications.
Python Programming
Advanced syntax, automation, and data structures.
Data Science & ML (Machine Learning)
Regression, classification, and predictive modeling.
Neural Networks & DL (Deep Learning)
Building brains using TensorFlow and PyTorch.
Hands-on AI Projects
Deploying real AI models to solve business problems.
Curriculum
- Decorators, Generators, and Context Managers
- Asynchronous Programming with Asyncio
- Memory Management and Performance Optimization
- Integration with SQL & NoSQL Databases
- Supervised & Unsupervised Learning
- Feature Engineering and Data Preparation
- Model Selection and Hyperparameter Tuning
- Scikit-Learn, Pandas, and NumPy deep dive
- Artificial Neural Networks (ANN) foundations
- Convolutional Neural Networks (CNN) for Image Processing
- Recurrent Neural Networks (RNN) for Sequence Data
- Generative AI and Large Language Models (LLM)
- Building an End-to-End AI Pipeline
- Cloud Deployment (AWS SageMaker/Lambda)
- MLOps: Monitoring and Versioning models
- Final Capstone Project: Industry Case Study