AI+DL

AI+DL

Artificial Intelligence (AI) and Deep Learning (DL) are at the core of modern technology, powering innovations in automation, robotics, healthcare, finance, and more. This course provides strong foundations in AI concepts and hands-on training in deep learning using Python and popular frameworks like TensorFlow and Keras.

Duration: Flexible

Fees: Contact us for details

Syllabus Highlights

  • Introduction to Artificial Intelligence
  • Python for AI (NumPy, Pandas, Matplotlib)
  • Basics of Machine Learning (Supervised & Unsupervised)
  • Neural Networks Fundamentals (Perceptron, MLP)
  • Deep Learning with TensorFlow & Keras
  • Activation Functions & Optimization Algorithms
  • Convolutional Neural Networks (CNNs) – Image Recognition
  • Recurrent Neural Networks (RNNs) – Sequence Modeling
  • Natural Language Processing (NLP) with Deep Learning
  • Generative AI (GANs – Generative Adversarial Networks)
  • Reinforcement Learning Basics
  • AI Applications in Real Life (Healthcare, Finance, E-commerce, Robotics, etc.)

Projects

  • Image Classification (Cats vs Dogs / Face Recognition)
  • Chatbot using NLP & RNN
  • Stock Price Prediction with LSTMs
  • Handwriting Recognition (MNIST Dataset)
  • AI-based Recommendation System (Big Project)

Outcomes

  • Strong foundation in AI concepts & applications
  • Hands-on skills in Deep Learning using TensorFlow & Keras
  • Ability to build AI models for real-world use cases
  • Readiness for advanced research, data science, and AI industry roles