Advance Your AI Career with Generative AI, Deep Learning, and Neural Network Mastery

This 60-day intensive course at SkillUpgrades is your gateway into the powerful world of Generative AI and Deep Learning. From the basics of neural networks to building sophisticated generative models like GANs, VAEs, and LLMs — this course is crafted to equip you with both theory and practical implementation skills using Python, TensorFlow, and PyTorch.

Whether you're building AI-powered tools, training models for image/text generation, or preparing for top AI roles, this hands-on program will take you from fundamentals to deployment.

What You’ll Learn

• Foundations of neural networks and deep learning
• Activation functions, backpropagation, and optimizers
• Convolutional Neural Networks (CNNs) for image data
• Recurrent Neural Networks (RNNs), LSTMs, and GRUs for sequence modeling
• Generative Adversarial Networks (GANs) – DCGAN, CycleGAN
• Variational Autoencoders (VAEs) for data generation
• Transformer architecture, BERT, and GPT basics
• Image generation using Stable Diffusion, Midjourney (overview)
• Tools: Python, TensorFlow, Keras, PyTorch
• Model evaluation, tuning, saving, and deployment

Course Highlights

• 60-day immersive deep learning and GenAI training
• Real-world project building with CNNs, GANs, and Transformers
• Hands-on coding using Jupyter Notebook, TensorFlow, and PyTorch
• Certificate of Completion
• Strong foundation for AI, Data Science, and Robotics careers
• Ideal for learners with basic Python and ML knowledge

Who Should Enroll

• Developers and data scientists transitioning into AI
• Computer science students and engineering graduates
• AI & ML enthusiasts seeking advanced model building
• Researchers and educators building AI applications
• Professionals interested in LLMs, image generation, and automation

Requirements

• Working knowledge of Python
• Basic understanding of machine learning algorithms
• Laptop with internet, Python, and GPU access (for deep models)