Deep Learning and Artificial Intelligence Training

Deep Learning (AI) Specialization in Python:

TensorFlow for Deep Learning with MLOps (Installation with Setup)

Python Crash Course

Manual Creation of Neural Networks (Regression point of view)

Tensor Flow basics

CNN using Tensorflow

RNN using Tensorflow

TensorFlow Miscellaneous

Tensorflow AutoEncoders

Reinforcement Learning with OpenAI gym

GAN – Generative Adversarial Networks

ML Models Deployments (MLOps)

KERAS For Deep Learning with MLOps (Artificial Neural Networks)

Evaluating, Improving and Tuning the ANN

Convolutional Neural Networks(CNN)

Recurrent Neural Networks(RNN)

SOM's (Self Organizing Maps)

Boltzmann Machines

AutoEncoders

Classification & Regression Using Deep Learning Models (MLOps)

Deep Learning for Computer Vision

Setting Up Deep Learning Development Environment

Handwriting Recognition, Simple Object Classification OpenCV

OpenCV3 Tutorial - Live Sketches, Identify Shapes & Face Detection

Mini-Project#1 - Live Sketch App - Turn our Webcam Feed Into a Pencil Drawing

Mini Project#2 - Identify Shapes (Square, Rectangle, Circle, Triangles & Stars)

Mini Project#3 - Counting Circles & Ellipses

MiniProject#4 - Finding Waldo (Quickly Find a Specific Pattern In An Image)

MiniProject#5 - Car & Pedestrian Detection in Videos

Neural Networks Explained

Build CNNs in Python using KERAS - Handwriting Recognition(MNIST)

What CNNs 'see' - Filter Visualizations, Heatmaps & Salience Maps

Data Augmentation : Build a Cats Vs Dogs Classifier

Types of Optimizers, Learning Rates & Call backs: Build a Fruit Classifier

Batch Normalization & Build LeNet, AlexNet : Build a Fashion/Clothes Classifier

ImageNet in KERAS(VGG16/19, InceptionV3, ResNet50) -Advanced Image Classifiers

Transfer Learning & Fine Tuning : Build a Flower & Monkey Breed Classifier

Design Our own CNN : LittleVGG : Build a Simpsons Character Classifier

Advanced Activation Functions & Initializations

Deep Surveillance: Build a Facial Emotion, Age & Gender Recognition System

Image Segmentation & Medical Imaging in U-Net : Find Nuclei in Images

Principles of Object Detection

Tensorflow Object Detection API

Object Detection with YOLO & Darkflow : Build a London Underground Sign Detector

DeepDream & Neural Style Transfers : Make AI Generated Art

Generative Adverserial Networks (GANs) : Age Faces to 60+ Age with our Age-cGAN

Face Recognition with VGGFace

Computer Vision World

Build a Credit Card Number Reader

Use Cloud GPUs on PaperSpace

Creating a Computer Vision API & WebApp Using Flask & AWS