• Expert

Neural Networks

Neural Networks: Build the Brains Behind AI

This course offers a deep yet beginner-friendly dive into neural networks — the core of modern AI systems. Learn how to design, train, and optimize artificial neural networks from scratch using Python and TensorFlow/Keras. Ideal for learners ready to move beyond traditional ML and step into deep learning.

🧠 Concept-driven + code-rich | 📊 Visualizations & projects | 💼 Industry use cases
  • 6 weeks content
  • 6 weeks content
Neural Networks

What You'll Learn

  • Core concepts behind how neural networks work
  • Structure and flow of a typical neural network
  • Hands-on implementation using TensorFlow/Keras
  • Hyperparameter tuning and performance evaluation
  • Strategies to handle overfitting and improve generalization
  • Best practices for building and deploying deep learning models
  • Confidence to apply neural networks to real-world problems

Course Curriculum

  • What are neural networks and how they mimic the brain
  • Biological vs artificial neurons
  • The architecture: Input layer, hidden layers, output layer
  • Activation functions: ReLU, Sigmoid, Tanh
  • Loss functions and optimization goals

Materials Included

  • Live and recorded instructor-led sessions
  • Interactive notebooks (Colab/Jupyter)
  • Neural network architecture diagrams
  • Code walkthroughs with Keras and TensorFlow
  • Practice quizzes and assignment notebooks
  • Real-world image/text prediction projects
  • GitHub access to course code
  • Procelevate Academy Certificate of Completion

Requirements

  • Understanding of basic machine learning concepts
  • Working knowledge of Python and NumPy
  • Familiarity with supervised learning and model evaluation
  • Internet-connected laptop/desktop
  • (Optional but useful) Exposure to linear algebra, calculus, or statistics

Who This Course Is For

  • AI/ML learners ready to dive into deep learning
  • Students working on AI-related academic or capstone projects
  • Data science professionals transitioning to neural network-based modeling
  • Software engineers integrating AI into products
  • Anyone curious about how machines learn like humans

Your Instructor

Mahesh B. Govindaraj

Mahesh B. Govindaraj

Founder & CEO, Procelevate Consulting

With over ~20 years of experience in global business services, process excellence, and intelligent automation, Mahesh B. Govindaraj brings deep expertise in driving enterprise transformation. As the Founder of Procelevate Consulting, he partners with companies across industries to elevate their operational performance through AI/ML, Lean Six Sigma, and automation-led solutions.

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Certificate of Completion

₹ 12,500

Exc. GST

₹ 25,000/-

50% Independence Day Discount
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  • Certificate of Completion
Earn a verified certificate upon successful completion of all modules and assessments.
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