AI & Machine Learning Engineering Course in Pune
Master Production ML Systems, Deep Neural Networks, MLOps Pipelines & Computer Vision. Master practical enterprise skills, real-time cloud labs, and direct placement drives across Pune's top tech hubs.
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Why Master AI & Machine Learning in Pune?
Pune is home to rapidly expanding tech hubs, global capability centers (GCCs), and enterprises investing heavily in AI & Machine Learning.
Pune Tech Corridors
Direct access to recruitment cycles across premier IT parks including Rajiv Gandhi Infotech Park Hinjewadi, Magarpatta Cybercity, EON Free Zone Kharadi. Leading employers actively hiring include Nvidia, Barclays, Citi, Amdocs, Symantec, Veritas, Cognizant, ZS Associates.
Pune Salary Benchmarks
Industry packages reflecting current 2026 enterprise demand in Pune:
Dedicated Physical Center
Pune Hinjewadi & Shivaji Nagar Learning Center
Hinjewadi Tech Park Phase 1 & Shivaji Nagar, Pune, Maharashtra - 411057
🚇 Nearest Metro: Shivaji Nagar Metro / Hinjewadi IT Metro Line
📞 Helpline: +91 93117 65521
Industry Aligned Curriculum
Engineered in collaboration with enterprise technical leaders. Every module incorporates theoretical rigor, live coding labs, and a portfolio deliverable.
Module 01: Python for AI, Vector Mathematics & Advanced Statistics
6 Weeks • 65 Hours- NumPy vectorization, broadcasting & linear algebra
- Multivariate calculus, gradient descent & convex optimization
- Hypothesis testing, A/B experiment design & distributions
- High-performance data manipulation with Pandas & Polars
Module 02: Supervised & Unsupervised Machine Learning with Scikit-Learn
7 Weeks • 70 Hours- Regression, regularizations (L1/L2, ElasticNet) & metrics
- Decision trees, Random Forests & Gradient Boosting (XGBoost/LightGBM)
- K-Means clustering, PCA dimensionality reduction & t-SNE
- Feature engineering pipelines, imputers & cross-validation
Module 03: Deep Learning, CNNs, Transformers & PyTorch Architecture
6 Weeks • 65 Hours- Feedforward neural nets, backpropagation & autograd
- Convolutional networks (ResNet, EfficientNet) for Vision
- Recurrent architectures, LSTMs & Transformer encoder-decoder
- Transfer learning, hyperparameter tuning & PyTorch Lightning
Module 04: Production MLOps, Model Monitoring & Cloud Serving
5 Weeks • 60 Hours- Experiment tracking with MLflow & Weights & Biases
- Data & concept drift detection using Evidently AI
- FastAPI microservices, model serialization (ONNX) & Docker
- Distributed inference on cloud GPUs with Ray Serve
Production Capstone Live Projects
Build production-grade systems during your specialization that demonstrate verified architecture competence to tech interviewers.
Real-Time Fraud Detection Engine with Feature Store & Drift Monitoring
Build a streaming ML pipeline processing 5,000 transactions/sec using XGBoost and Feast feature store, containerized with FastAPI and monitored for statistical drift.
High-Resolution Industrial Defect Vision Inspection System
Train a custom PyTorch convolutional architecture with transfer learning to identify microscopic manufacturing flaws in real time from video streams.
Distributed Deep Learning Training Pipeline on GPU Clusters
Implement distributed data-parallel training of Transformer models using PyTorch Distributed Data Parallel (DDP) and Ray on multi-GPU nodes.
Upgrade Your Skills, Unlock New Opportunities
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4Achievers Pune Learning Campus
Visit our state-of-the-art learning facility in Pune to meet industry mentors, review curriculums, and observe live training classes.
Campus Highlights & Facilities
- ✓ Dedicated GPU-enabled cloud lab sandboxes
- ✓ High-speed optical fiber WiFi & collaborative breakout pods
- ✓ 1-on-1 offline mentorship & architecture review rooms
- ✓ Placement cell interview prep & mock coding booths
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Frequently Asked Questions (Pune)
Direct, transparent answers regarding batch modes, campus facilities, and placement support in Pune.