Advanced AI & Deep Learning Course in Kolkata — Become an AI Engineer
Upgrade your skills with our Advanced AI & Deep Learning Course. Learn CNNs, NLP, LLMs & MLOps to build and deploy production-grade AI systems.
Students Trained
Student Rating
Est. 2001 · ISO Certified
10 Weeks
100% Classroom
Beginner to Advanced
Technosoft Academy
8–12 Students
Multiple Advanced Projects
AI Engineers build the future. If you want to move beyond basic Machine Learning and build production-grade AI systems, this Advanced AI & Deep Learning Course is the path that will take you there. This 6-month program is designed to transform you into a professional AI Engineer.
This course covers Deep Learning, Computer Vision, NLP, Large Language Models (LLMs), and MLOps. Classes are conducted strictly offline at our Baguiati centre to ensure intensive, hands-on training with direct mentor support through live demonstrations and real-world projects.
What You Will Learn
Over 10 Weeks, you will go from understanding Deep Learning foundations to deploying production-ready AI systems. Here is the complete learning path:
Master Neural Networks, backpropagation, and optimization techniques for deep learning.
Build Computer Vision models using CNNs for object detection and image segmentation.
Develop advanced NLP systems using RNNs, LSTMs, and Transformer architectures.
Build AI chatbots and pipelines using Large Language Models (LLMs) and RAG.
Implement MLOps to deploy and scale AI models in production environments.
Create a professional GitHub portfolio with multiple deployed AI systems.
Skills You’ll Gain
Computer Vision
NLP
LLMs (ChatGPT tech)
RAG & Vector DB
MLOps
PyTorch/TensorFlow
Who Is This Course For?
AI Professional is an advanced course designed for learners who already have a foundation in Python or Machine Learning.
Students who have completed our AI Essentials track or BTech/BCA students with Python skills.
Working software engineers who want to transition into AI/ML roles.
Data Analysts looking to upgrade to Deep Learning and AI Engineering.
AI enthusiasts who want to gain production-level engineering skills.
Professionals targeting high-salary AI Engineer and ML Engineer positions.
Course Modules
5 core modules over 10 weeks. Every concept is taught through live coding and real-world production workflows.
Building strong neural network fundamentals
- Neural Network Architecture
- Backpropagation & Gradient Descent
- Activation Functions & Optimizers
- Regularization & Batch Normalization
- Hyperparameter Tuning
Mastering image recognition and visual AI
- Convolutional Neural Networks (CNN)
- Image Classification & Transfer Learning
- Object Detection (YOLO, Faster R-CNN)
- Image Segmentation
- Vision Transformers
Building systems that understand human language
- Text Preprocessing & Word Embeddings
- RNNs & LSTMs for Sequences
- Attention Mechanisms
- Transformer Architectures (BERT, GPT)
- Text Generation & Sentiment Analysis
Building with the technology behind ChatGPT
- Fine-tuning Pre-trained Models
- Advanced Prompt Engineering
- Retrieval-Augmented Generation (RAG)
- Vector Databases (Pinecone/Chroma)
- Building AI Chatbot Pipelines
Shipping AI models to real-world production
- Model Deployment via APIs
- CI/CD for Machine Learning
- Containerization with Docker
- Scaling & Monitoring AI Systems
- Production Pipeline Workflows
Course Details
| Course Duration | 10 Weeks |
| Curriculum | Deep Learning · CV · NLP · LLMs · MLOps |
| Prerequisites | Python knowledge or completion of AI Essentials |
| Training Mode | 100% Classroom — Offline Only (Baguiati, Kolkata) |
| Batch Timings | Morning / Evening / Weekend batches available |
| Class Schedule | 3 days per week · 2 hours per class |
| Batch Size | 8–12 students per batch (small, focused) |
| Projects | Multiple Advanced Projects (CV, NLP, LLM, Deployment) |
| Certification | Certificate from Technosoft Academy |
| Career Support | Resume guidance · Interview prep · 100% placement assistance |
| Tools & Software | Python · TensorFlow/PyTorch · Hugging Face · AWS · Docker |
| Location | Baguiati, VIP Road, On 44 Bus Stand, Kolkata – 700059 |
Fee & Batch Timings
📅 Batch Schedule
Available
Available
Available
10 Weeks
📞 Call or WhatsApp: 98309 36993 | 78900 06640
Career Roles After AI Professional
AI Engineering is one of the highest-paying career tracks. This course qualifies you for premium roles in the tech industry.
Deep Learning Engineer
NLP Engineer
Computer Vision Engineer
ML Engineer (Production)
LLM Application Developer
Salary Scope in India
Professionals with Deep Learning, NLP, and MLOps skills command premium salaries in India’s tech industry.
| Role | Expected Salary Range |
|---|---|
| AI Engineer | ₹6 LPA – ₹15 LPA |
| Deep Learning Engineer | ₹7 LPA – ₹18 LPA |
| NLP Engineer | ₹6 LPA – ₹14 LPA |
| ML Engineer (Production) | ₹8 LPA – ₹20 LPA |
| Computer Vision Engineer | ₹6 LPA – ₹15 LPA |
Advanced skills like LLMs and MLOps, combined with a strong project portfolio, dramatically increase your earning potential.
Why Choose Technosoft Academy
Go from neural networks to production deployment with LLMs and MLOps in a single, structured track.
Every concept is taught through coding and building real AI systems that you can deploy on your GitHub.
Very few institutes cover LLMs, RAG, and production workflows (MLOps) at this depth in Kolkata.
Intensive, personalised mentorship. Every student gets direct attention from the instructor throughout the program.
Established since 2001. Trusted by thousands of students across Kolkata for quality technology education.
Resume review, mock interviews, portfolio assessment, career counselling, and job referrals to tech companies.
What Our Students Say
“The Deep Learning and NLP modules were intense. I built a chatbot using RAG that I showed in interviews — it was the main reason I got selected as an AI Developer at a Kolkata-based tech firm.”
“The MLOps module was the game-changer. At Technosoft Academy, I learned how to deploy models, monitor them, and build production pipelines. That practical experience is what companies actually want.”
“The weekend batch was convenient and the 8-person batch size meant personal attention. The LLM module on fine-tuning was excellent. I have already transitioned to an ML Engineer role.”
Frequently Asked Questions
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Baguiati, VIP Road, On 44 Bus Stand, Kolkata – 700059 ·
www.technosoftacademy.in
