Become AI-Ready: Deep Learning Fundamentals

Want to learn how AI systems work behind tools such as ChatGPT and develop a solid foundation for careers in AI & Generative AI? Many professionals study AI theory but struggle to apply it to real-world systems. This course fills that gap by introducing you to how deep learning models are built, trained, and ultimately fail and get optimized in practice. Why This Course Works? 1) Real-World AI Focus – Learn where deep learning is used across GenAI, healthcare, and finance. 2) Industry Evolution Clarity – From Neural Networks → ImageNet → Generative AI shift. 3) Hands-On Understanding – Visual training using TensorFlow Playground and simulators. What You’ll Be Able To Do? -Build neural network foundations -Understand forward pass and backpropagation -Identify when to use ML vs Deep Learning -Understand RNN, LSTM, and sequence modeling This course is intended for software engineers, application developers, data analysts, professionals transitioning into AI & deep learning, as well as ML beginners who want to build job-ready AI skills. Build strong AI foundations, prepare for advanced deep learning and Generative AI roles. Enroll and start building future-ready AI skills today

• Build neural network foundations for AI and generative AI careers
• Master forward pass and backpropagation to optimize AI models
• Differentiate between ML and deep learning for scalable AI systems
• Understand and apply RNNs, LSTMs, and sequence models

• Basic computer and internet skills
• Ability to follow course instructions in English