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
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

Success Stories from Our Learners

Real people, real results, real career transformations

Ganesh Prasad Sharma

Technical Services Manager

“Mahesh Sir helped us build a strong foundation in Python, AI, and Agentic AI with clear and structured explanations. He taught every concept at a comfortable pace, making it easy for everyone in the batch to follow. He was always approachable, patient, and willing to clarify our doubts. His sessions focused on applying AI concepts to real-world scenarios rather than just theory. He encouraged us to share our own ideas and guided us in building working prototypes on our systems. This hands-on approach made the learning experience practical, engaging, and highly valuable. Overall, the course was well worth the time and money, and I gained knowledge that I can confidently apply in real projects. I have managed to apply the learning & it helped me to automate 2 of the processes in my current team to bring the efficiency.”

Sameer Nitin Thakkar

Lead IT Project Manager

“Procelevate Academy is a highly professional institution that combines excellence with flexibility, ensuring quality education tailored to diverse student needs. The institution offers both online and in‑class learning options, providing learners with the flexibility to choose the mode that best suits their needs. Smaller class batches allow the trainer to provide individualised attention, ensuring that each student receives personalised guidance and support.”

Pooja Suchin

Leader - Market Place Analytics

“It was my first live training session since graduation, and a truly valuable one. The concepts were explained with great clarity, supported by practical examples that made complex ideas easy to grasp. I would encourage anyone willing to take this Program up”

Pooja Nakula

Technical Service Associate

My experience with Procelevate Academy’s AI course has been fantastic. The structured curriculum and practical approach helped me elevate my skills to an intermediate level smoothly. The hands-on projects made complex concepts like predictive modeling feel manageable and actionable. Highly recommended for anyone looking to build real-world AI skills.

₹ 12,500

Exc. GST

₹ 25,000/-

50% Independence Day Discount
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