Course Overview
Master AI/ML algorithms, deep learning, and build intelligent applications. This course covers the core concepts and practical skills needed to start a career in AI.
Technologies You'll Master
Python
ML Algorithms
Deep Learning
TensorFlow
PyTorch
Course Curriculum
A deep dive into the world of AI and Machine Learning
- NumPy for numerical data
- Pandas for data analysis
- Matplotlib for data visualization
- Supervised Learning (Regression, Classification)
- Unsupervised Learning (Clustering)
- Model Evaluation and Tuning
- Introduction to Neural Networks
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Text Preprocessing
- Sentiment Analysis
- Chatbot Development
- Image Classification
- Object Detection