AI Engineering

6 Courses · 54 Lessons
🔍
📘 C1 Machine Learning with Python 6 Modules · 12 Lessons
▶ M1 Introduction to ML 2
1L1 ML Fundamentals→ 2L2 Module 1 Review→
▶ M2 Regression 2
1L1 Regression Techniques→ 2L2 Module 2 Review→
▶ M3 Classification 2
1L1 Classification Algorithms→ 2L2 Module 3 Review→
▶ M4 Clustering 2
1L1 Clustering Algorithms→ 2L2 Module 4 Review→
▶ M5 Recommendation Systems 2
1L1 Recommendation Techniques→ 2L2 Module 5 Review→
▶ M6 Final Project 2
1L1 Capstone Project→ 2L2 Module 6 Review→
📘 C2 Deep Learning and Neural Networks with Keras 4 Modules · 8 Lessons
▶ M1 Introduction to Neural Networks 2
1L1 Neural Network Basics→ 2L2 Module 1 Review→
▶ M2 Artificial Neural Networks 2
1L1 ANN Architecture aur Training→ 2L2 Module 2 Review→
▶ M3 Keras for Deep Learning 2
1L1 Keras HandsOn→ 2L2 Module 3 Review→
▶ M4 Deep Learning Models 2
1L1 Advanced Architectures→ 2L2 Module 4 Review→
📘 C3 Computer Vision and Image Processing 5 Modules · 10 Lessons
▶ M1 Image Processing Basics 2
1L1 Image Fundamentals→ 2L2 Module 1 Review→
▶ M2 ML for Image Classification 2
1L1 MLbased Image Classification→ 2L2 Module 2 Review→
▶ M3 Neural Networks for CV 2
1L1 CNN for Computer Vision→ 2L2 Module 3 Review→
▶ M4 Object Detection 2
1L1 Detection Techniques→ 2L2 Module 4 Review→
▶ M5 Final Project 2
1L1 Capstone Project→ 2L2 Module 5 Review→
📘 C4 Deep Neural Networks with PyTorch 5 Modules · 10 Lessons
▶ M1 PyTorch Basics 2
1L1 PyTorch Fundamentals→ 2L2 Module 1 Review→
▶ M2 Linear Models with PyTorch 2
1L1 Linear aur Logistic Regression→ 2L2 Module 2 Review→
▶ M3 Deep Networks with PyTorch 2
1L1 Deep Neural Networks→ 2L2 Module 3 Review→
▶ M4 CNNs with PyTorch 2
1L1 CNN Implementation→ 2L2 Module 4 Review→
▶ M5 Final Project 2
1L1 Capstone Project→ 2L2 Module 5 Review→
📘 C5 Building Deep Learning Models with TensorFlow 4 Modules · 8 Lessons
▶ M1 TensorFlow Fundamentals 2
1L1 TensorFlow Basics→ 2L2 Module 1 Review→
▶ M2 Convolutional Neural Networks 2
1L1 CNN with TFKeras→ 2L2 Module 2 Review→
▶ M3 Recurrent Neural Networks 2
1L1 Sequence Models→ 2L2 Module 3 Review→
▶ M4 Generative Models 2
1L1 Generative Architectures→ 2L2 Module 4 Review→
📘 C6 AI Capstone Project with Deep Learning 3 Modules · 6 Lessons
▶ M1 Project Planning 2
1L1 Planning aur Data Prep→ 2L2 Module 1 Review→
▶ M2 Model Design and Training 2
1L1 Model Building→ 2L2 Module 2 Review→
▶ M3 Evaluation and Final Submission 2
1L1 Evaluation aur Submission→ 2L2 Module 3 Review→