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IT Certification

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Deep Learning Bootcamp 2021: Build 10 Real World Projects

Build 10 Real World Deep Learning Projects with Python, Master Neural Networks(Data Science, Machine Learning Bootcamp)

4.38 (4 reviews)

Deep Learning Bootcamp 2021: Build 10 Real World Projects

Students

7 hours

Content

Aug 2021

Last Update
Regular Price


What you will learn

Have a great intuition of many Deep Learning models

Apply Artificial Neural Networks in practice

Make robust Deep Learning models

Master Deep Learning With Python

Understand the intuition behind Artificial Neural Networks


Description

A newly re-invigorated form of machine learning, which is itself a subset of artificial intelligence, deep learning employs powerful computers, massive data sets, “supervised” (trained) neural networks and an algorithm called back-propagation (backprop for short) to recognize objects and translate speech in real time by mimicking the layers of neurons in a human brain’s neocortex.

Deep learning (sometimes known as deep structured learning) is a subset of machine learning, where machines employ artificial neural networks to process information. Inspired by biological nodes in the human body, deep learning helps computers to quickly recognize and process images and speech. Computers then "learn" what these images or sounds represent and build an enormous database of stored knowledge for future tasks. In essence, deep learning enables computers to do what humans do naturally- learn by immersion and example.

Deep learning has been around since the 1950s, but its elevation to star player in the artificial intelligence field is relatively recent. In 1986, pioneering computer scientist Geoffrey Hinton — now a Google researcher and long known as the "Godfather of Deep Learning" — was among several researchers who helped make neural networks cool again, scientifically speaking, by demonstrating that more than just a few of them could be trained using backpropagation for improved shape recognition and word prediction. By 2012, deep learning was being used in everything from consumer applications like Apple's Siri to pharmaceutical research.


Content

Project On Live Sketch

Introduction to case study

Understanding the code

Write function to capture video

Completing the function

Testing the code

Download the project files

Project On Traditional Dance

Introduction

Introduction To Colab

Importing the dataset

Splitting the data

Creating the model

Complile the model

Train the model

Download the project files

Leaf Disease Detector

Introduction

Importing libraries and dataset

Creating inception layer

Data processing and creating model

Compiling the model

Training the model

Download the project files


4049928

Udemy ID

5/14/2021

Course created date

5/17/2021

Course Indexed date
Angelcrc Seven
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