This document provides an overview of an 8-week advanced deep learning course covering topics like TensorFlow, PyTorch, neural networks, advanced concepts, and specialized applications. The course will cover programming with TensorFlow and PyTorch, deep neural networks, convolutional neural networks, recurrent neural networks, NLP, transfer learning, GANs, neural style transfer, and autoencoders. It will also provide hands-on experience with face recognition, OCR, object detection, neural style transfer, and GANs applied to images, video, and cameras. The trainer has over 20 years of IT experience and specialized training in machine learning and artificial intelligence.

1. Deep Learning Course – Advanced
Machine Learning and AI
Presentation Title 1

2. Deep Learning Course
TENSORFLOW/KERAS
2
PYTORCH FACE RECOGNITION/OCR
OBJECT DETECTION GAN AUTO ENCODERS
Most Widely used Language for DEEP
Learning
DEEP Learning Tool used by
Researchers and Industry
Face Recognition and OCR
Detailed Object Detection -
Classification and Localization
Generative Adversarial Networks Various types of Auto Encoders and
their applications
Topics Covered

3. Deep Learning – Advanced AI/Machine
Learning– 8 WEEKs (2 hours/Week)
TENSORFLOW
PYTORCH
• Detailed Deep Neural Network
programming in
Tensorflow/Pytorch
• Jupyter Notebook/Pycharm Based
• GIST Additions
NEURAL NETWORKS
• Fully Connected
Networks/Dense Layers
• CNN – Convolutional Neural
Networks
• RNN – Recurrent Neural
Networks
• LSTMs
ADVANCED TOPICS
• NLP using Deep Learning
• Transfer Learning
• Generative adversarial Networks (GANs)
• Neural Style Transfer
• Auto Encoders
SPECIAL FEATURES
• GIST
• GITHUB
• MODEL DEPLOYMENT
• Easy to Learn and Understand
FACE
RECOGNITION/OCR
• Face Detection
• Face Recognition
• OCR (Optical Character
recognition in Images)

4. Neural Style Transfer

5. Object Detection,
Face Detection and
Recognition - Images, Videos and Camera

6. GANs – Generative Adversarial Networks

7. About the Trainer
7
About DataGrounded Pvt Ltd
DataGrounded was founded with a mission to Impart
High Quality Technical Education, Especially in the Area
of Machine Learning and Artificial Intelligence.
One of our Goal has been to contribute to Research and
Development through Empowering aspirants with
technical Skillsets and Most affordable Education
Nagaraj B
• IT Professional with over 20 years of Experience
• Over 11 years of Experience in No.1 Chipmaker in
the World, Qualcomm
• Part of Core Team Commercializing SnapDragon
Chipsets 630,660,730,7500
• Education from India's Top Educational Institutes
IIT Chennai(B.Tech), IISc Bangalore(ME)
• Machine Learning PGP from BITS, Pilani
• A Meditation Teacher and Organizer in Various
Meditation Events
Contact for Details:
smriti@edutechvidhya.com 9701961474
nagarajb@edutechvidhya.com 9391426367

8. THANK YOU!