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Deep Learning Certification Training — brochure
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Assure Success
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Assure SuccessCourse brochure 2026Understand and build neural networks, CNNs, sequence models and transformers in 40 live hours
Course fee
₹42,999₹69,499
Enroll online at assuresuccess.in or call +91 93517 82674
Scan to view the course and enroll · Fees as on 28 Oct 2026
About the course
Deep Learning Certification Training takes you from the mathematics of a single neuron to modern architectures used in vision and language. You learn why deep networks work, how they are trained, and how to diagnose them when they do not, rather than just copying code.
The course starts with perceptrons and multilayer networks, then covers loss functions, gradient descent, backpropagation, batch normalisation, dropout and optimisers such as Adam. It moves on to convolutional networks for images, transfer learning with pretrained models, recurrent networks for sequences, and attention and transformers, which underpin today's large language models. Practicals use PyTorch and Keras on free GPU notebooks, so you do not need special hardware.
There is no external exam; the course ends with a capstone and an Assure Success course-completion certificate. A short module on how this connects to generative AI shows where to go next.
Concepts first
You understand how and why networks train, which helps when new architectures appear.
Two frameworks
Exposure to both PyTorch and Keras, the two you will meet most often.
Free compute
Exercises are designed for free GPU notebooks.
Path to generative AI
Transformers and attention are the foundation for LLM courses.
Capstone
A trained and documented model you can show in interviews.
Curriculum
Foundations of Neural Networks
Understand a neuron, a layer and a network.
Training Neural Networks
Train networks reliably.
Regularisation and Generalisation
Control overfitting.
Frameworks in Practice
Be productive in PyTorch and Keras.
Convolutional Neural Networks
Classify images.
Sequence Models
Model ordered data.
Attention and Transformers
Understand modern architectures.
Autoencoders and Generative Models
Learn representations and generate data.
Experiment Tracking and Deployment Basics
Run and ship experiments properly.
Capstone Project
Train and present a deep learning solution.
Your certificate
Enrol in a scheduled live batch and check prerequisites with the coordinator
Attend sessions and complete the notebooks and assignments
Complete the capstone project and present it for review
Meet the attendance and assessment criteria for your batch
Receive your Assure Success course-completion certificate
Neural network fundamentals
Explain and implement forward and backward passes, activations and loss functions.
Training and optimisation
Choose optimisers, learning-rate schedules and initialisation to train stably.
Regularisation
Use dropout, weight decay, early stopping and data augmentation to reduce overfitting.
Convolutional networks
Build CNNs for image classification and apply transfer learning from pretrained models.
Sequence modelling
Use RNNs and LSTMs for time series and text, and understand their limits.
Attention and transformers
Understand self-attention and use pretrained transformer models.
Experiment tracking
Log runs, compare metrics and reproduce results with seeds and config files.
Debugging networks
Diagnose vanishing gradients, bad learning rates and data bugs systematically.
Your future
Careers after this course
Deep Learning Engineer (junior)₹7–18 LPA (approx.)
Trains and optimises neural networks for vision or language products.
Machine Learning Engineer₹7–20 LPA (approx.)
Builds and deploys ML systems including neural models.
AI Research Associate₹6–15 LPA (approx.)
Reproduces and experiments with model architectures in a research or R&D team.
Computer Vision Engineer₹7–18 LPA (approx.)
Develops image and video models for inspection, retail or healthcare.
Expert trainers
Certified instructors with real project experience.
Exam practice
Practice questions and mock tests.
Flexible batches
Weekday and weekend batches.
Exam support
Help with eligibility, vouchers and booking.
Ready to get certified?
Course fee ₹42,999. Enroll at assuresuccess.in/course/deep-learning-training
📞 +91 93517 82674✉️ info@assuresuccess.in💬 WhatsApp +91 93517 82674
Assure Success. Exam details are set by the certifying body and may change — check the official website before booking. All trademarks belong to their owners.