Deep learning-course-V2
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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.
Deep learning-course-V2
- 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)
- 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!