Deep Learning Course

3 Months Specialization

Program fee

74,999

One-time payment

Payment options

  • One-time payment with placement assurance.

Neural Network Foundations

Understand perceptrons, activation functions, backpropagation, and loss optimization.

CNNs for Vision Tasks

Build convolutional models for image classification, object detection, and segmentation.

RNNs & Sequence Modeling

Train RNN, GRU, and LSTM architectures for text, time series, and language generation.

Keras, PyTorch & TensorFlow

Build, train, and visualize deep learning models using modern frameworks.

Transfer Learning

Use pretrained models like ResNet, VGG, BERT and fine-tune them on custom datasets.

Custom Projects & Architectures

Train your own YOLO, image captioning, or audio recognition models from scratch.

GPU Acceleration & Optimization

Use CUDA-enabled training, mixed precision, and reduce model size with quantization.

DL Certification & Career Prep

Get certified and prep for deep learning engineer roles with project & interview support.

Aspiring Data Scientists

Aspirational candidates with zero experience who are willing to jumpstart their careers in data science with machine learning.

Recent Graduates

Anyone who wants to get acquainted with machine learning and data science as a software developer.

Career Changers

People who are looking to switch career paths for an AI and machine learning career.

Tech Professionals

Data analysts who wish to superimpose data science with machine learning into their career.

Data Enthusiasts

Line managers who wish to learn more about the opportunities that exists in AI and data science with an application of machine learning for the improvement of their teams.

Future Managers

Future managers willing to deepen their knowledge in the field of AI and machine learning.

Additional Benefits:

Job Assistance: Full support until you secure a role. Real-World Projects: Work on industry-grade use cases. Comprehensive Curriculum: Includes CI/CD pipelines, Docker, MLflow, Ray, and cloud deployment tools like SageMaker and Vertex AI.

Talk to Our Team Directly

Contact us and our academic counsellor will get in touch with you shortly. Enquire Now +91 87087 52385 hello@aicareer.academy

Course Curriculum

Architectures
Module 1: Neural network architectures
  • Feed-forward nets
  • Regularization
  • Optimization
Module 2: Conv and recurrent
  • Convolutional and Recurrent Models
  • Sequence modeling
Modern DL
Module 3: Generative and attention
  • Generative Models
  • Attention Mechanisms
  • Transformers
Module 4: Practice
  • Transfer Learning
  • Model Optimization

Ready to start?

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