AI & MLIntermediate★ 4.94 (412 Reviews)

Artificial Intelligence & Machine Learning

Learn machine learning, computer vision and Generative AI through projects.

Duration3 Months
Commitment3-4 Hrs/Wk
DeliveryLive Cohort + Labs
CredentialCertified Applied AI Engineer

Program Outcomes

Train, validate, and optimize classical supervised and unsupervised ML models
Build deep convolutional neural networks with PyTorch for computer vision tasks
Deploy real-time object detection models with YOLOv8 on edge inference runtimes
Construct Retrieval-Augmented Generation (RAG) architectures with Vector Databases
Package models into low-latency production microservices with FastAPI and ONNX
Toolchain & Production Technologies
PythonPyTorchScikit-LearnOpenCVYOLOv8Hugging FaceLangChainFastAPI
Featured Capstone Project
High-Speed Industrial Defect Detection & LLM Knowledge Engine

3 Months Detailed Curriculum

Weeks 01-03Hands-on Lab Milestone

Mathematical Foundations & Production Data Processing

Linear Algebra & Vector CalculusVectorized NumPy & PandasExploratory Data AnalysisFeature Engineering
📦 Deliverable:Deterministic Feature Pipeline with Automated Quality Validation
Weeks 04-06Hands-on Lab Milestone

Statistical Machine Learning & Model Calibration

Tree Ensembles & XGBoostHyperparameter Bayesian TuningCross-Validation TopologiesModel Explainability (SHAP)
📦 Deliverable:Predictive Risk Modeling Engine with Live Inference Telemetry
Weeks 07-09Hands-on Lab Milestone

Deep Learning, PyTorch & Edge Computer Vision

Backpropagation & OptimizersCNNs & Transfer LearningYOLOv8 Custom Object DetectionONNX Model Quantization
📦 Deliverable:Edge AI Industrial Defect Detection Inference Service
Weeks 10-12Hands-on Lab Milestone

Generative AI, LLMs & Retrieval-Augmented Generation (RAG)

Transformer Attention MechanicsLangChain & Vector EmbeddingsVector DBs (Qdrant/Pinecone)Model Serving via FastAPI
📦 Deliverable:Domain-Specific Enterprise RAG Assistant with Hybrid Search
₹18,999₹22,999

0% Interest EMI: ₹1,583/mo (12 Months)

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Direct Placement Referral Access