Teach on Udemy

Turn what you know into an opportunity and reach millions around the world.

Learn More

Your cart is empty.

Keep shopping

AWS Rekognition: Machine Learning Using Python Masterclass

Name: AWS Rekognition: Machine Learning Using Python Masterclass
Rating: 4.2 (46 reviews)

Use Python programming to extract text and labels from images using Pycharm, Boto3, and AWS Rekognition Machine Learning

Created bySyed Raza, Qasim Shah, Ali Bokhari, ClayDesk E-learning

Last updated 10/2022

English

What you'll learn

Successfully use Python to extract text from images and labels
Fundamentals of AWS Machine Learning within AWS
Gain solid understanding of AWS Rekognition
Python intro and advanced programming - all in one
PyCharm installation and configuration
Using Boto3: Coding in Python to detect objects, faces, and text from images
Work with AWS S3 and learn how to write Python code
Successfully use SSH to connect to AWS EC2 instance

Course content

12 sections • 104 lectures • 18h 17m total length

Introduction - Course Agenda & Meet Instructor2:13
This is the course introduction, meet your instructor, and brief course agenda
What You Should Have2:04
In this lecture you will learn about the course prerequisites
Creating a billing alert5:06
Amazon Machine Learning - Sage Maker *UPDATE*0:28
AWS Machine Learning Sage Maker
Please read.
AWS Unified Search - New in AWS Management Console5:47
In this lecture you will learn the New AWS Management Console

Your First Machine Learning Project - Complete18:29
In this lecture you will learn about your first Machine Learning project and do hand-on learning to complete your project
Feedback1:39
This is the feedback and review. Please view this.
Project Clean Up2:43
In this lecture you will learn how to remove unwanted files and clean up all AWS resources to avoid additional billing
Watch Out For AWS Billing - Check Frequently1:59
Frequently check and keep an eye on your AWS billing.
Your Second Machine Learning Project: Upload Data Set to S38:47
In this lecture you will learn how to begin your second machine learning project. We will use the sample banking.csv dataset provided by AWS for this lab
Creating Training Data Source & Machine Learning Model10:33
In this lecture you will learn how to create training data source and split the training model
Generating Predictions8:01
In this lecture you will learn how to create prediction using Python code and AWS Rekognition
AWS Billing Quick Check1:28
In this lecture you will learn to perform a quick AWS billing check
Download Data Sets For Practice0:25
Please download the resources along with data sets for practice

Future of Machine Learning5:27
Basics of Machine Learning7:50
In this lecture students will learn about the basic concepts of Machine Learning
Supervised Learning8:46
In this lecture students will learn about Supervised Machine Learning
Unsupervised Learning9:55
In this lecture students will learn about Unsupervised Machine Learning
Deep Neural Networks13:59
In this lecture students will learn about Deep Neural Networks
Neural Network Techniques20:50
In this lecture students will learn about the techniques used in Neural Networks
Reinforcement Learning6:19
In this lecture students will learn about Reinforcement Machine Learning
Reinforcement Learning in action6:48
In this demonstration students will see hands-on how reinforcement learning works

Machine Learning Fundamentals12:34
In this lecture you will learn Machine Learning Fundamentals
AWS ML Pricing2:17
In this lecture you will learn all about AWS Machine Learning Pricing model. This will give you a solid idea about costs that your incur when working with machine learning in AWS
Install AWS CLI12:51
In this lecture you will learn how to work with AWS SDK and install CLI (Command Line Interface) tools
Creating AWS Security Group9:24
In this lecture you will learn how to create a security group
Generating Key Pair4:04
In this lecture you will learn how to generate a public and private key pair
Creating AWS Instance13:29
In this lecture you will learn how to create an AWS EC2 instance
Connecting to AWS Instance with Putty For Windows9:47
In this lecture you will learn how to connect using SSH (Putty for Windows) to AWS EC2 instance

Download & Install PyCharm8:40
In this lecture you will learn how to download, install and configure PyCharm
Create New AWS User: Programmatic Access5:04
Create New AWS User: Programmatic Access
Using Command Line For User Login4:02
In this lecture you will learn how to use command line for connecting
Install Boto3: Amazon Web Services (AWS) SDK for Python5:46
In this lecture you will learn how to install boto3 to be used with PyCharm
Create Images Directory In Pycharm3:21
In this lecture you will learn how to create a directory within PyCharm and place images
Uploading Images To Web Server: WordPress3:16
In this lecture you will learn how to upload images to your own live web server. In this course, I will use WordPress using our web site at ClayDesk to upload images.
Python pprint2:20
In this lecture you will learn how to use the Python Pretty Print Module
Creating Helpers File3:28
In this lecture you will learn how to create a python program that will be used as helper and contain various definitions.
Fetching Labels From Image12:38
In this lecture you will learn how to fetch labels from images using Python code
Extracting Just Labels4:17
In this lecture you will learn how to extract labels from images and various images using Python
Face Detection With Python14:04
In this lecture you will learn how to detect faces using Python
Using S3 Label Detection7:18
In this lecture you will learn how use Python code to detect labels within AWS Rekognition
Compare Faces Using Python0:13
PRACTICE LAB:
Your task is to use the following code and compare faces using AWS Rekognition and Python Code:
Compare Face Similarity – Lab20:17
PRACTICE LAB 2 - You can download the source code as well.
Detect Text In Images0:11
LAB 3 - Detect Text In Image
Limits Of Amazon Rekognition5:28
In this lecture you will learn about the limitations of AWS Rekognition

Python Introduction & Agenda11:23
In this lecture you will learn the detailed agenda for python beginners course
Why Program?14:12
In this lecture you will learn the basic concept why we need to program and logic
Downloading PyCharm 202013:44
In this lecture you will learn how to download, upgrade and install PyCharm
Versions of Python - Download0:09
In this lecture you will learn about Python versions
Downloading Python 3.510:49
In this lecture you will learn how to download Python
Python Interpreter & Idle14:22
In this lecture you will learn how to work with Python Interpreter and understand the basic difference between the functionality of Interpreter and Idle
Nuts & Bolts of Program14:57
In this lecture you will learn the nuts and bolts of python program
Python Strings18:09
In this lecture you will learn python strings and types
Getting Input17:09
In this lecture you will learn how to get input from user
Reading & Writing Files21:09
In this lecture you will learn how to use python code to read and write files
Python Expressions13:00
In this lecture you will learn and evaluate various python expressions.
Creating Your First Program Part 126:11
In this lecture you will learn how to create your first python program
Placing Comments in Code11:53
In this lecture you will learn how to use comments in your code and types of comments
Introduction To Strings20:03
In this lecture you will learn the concept of using String in Python
What Are Functions?19:03
In this lecture you will learn how to use functions
Print Function5:19
In this lecture you will learn and understand how the print function works in Python
Escape Codes In Python10:52
In this lecture you will learn about escape codes in python
Input Function18:40
In this lecture you will learn input function and work with creating code
Global Variables8:46
In this lecture you will learn the concept of global variables
Concept Of Python Dictionaries16:55
In this lecture you will learn and apply the important concept of python dictionaries
Concept of Lists16:10
In this lecture you will learn and understand the important concept of lists and also perform hands-on lab
What Are Tuples?13:48
In this lecture you will learn all about tuples
Introduction to Loops21:20
In this lecture you will learn importantly about loops
Working With Graphics10:25
In this lecture you will learn the basics of working with graphics in python
Conditional Execution9:56
In this lecture you will learn about conditional execution statements
IF Statement14:29
In this lecture you will learn the if then else statement
Additional IF Statements12:15
In this lecture you will learn additional IF statement in python
The While Loop13:49
In this lecture you will learn the concept of while loop in python
Project A18:19
In this lecture you will learn and conduct hands-on project covering important concepts
Project B13:42
In this lecture you will learn and conduct additional practice hands-on project covering important concepts

Requirements

Basic knowledge of programming concepts desireable
Valid AWS account requires a credit card
AWS will bill you for using Machine Leanring resources such as AWS Rekognition. It is not free, and you are solely responsible for all AWS billing
Knowledge of cloud computing concepts is desireable

Description

In the world of Artificial Intelligence and Machine Learning with Cloud Computing and Big Data - Learn AWS Rekognition: Machine Learning Using Python Masterclass step-by-step, complete hands-on - Bringing you the latest technologies with up-to-date knowledge.

[Latest Update] Note: Python 3.5.1 has been superseded by Python 3.5.6. Added new lectures

Are you new to AWS Rekognition and machine learning? Are you looking to enhance you skills within the AWS ecosystem or perhaps pursue AWS certifications? Look no further - learn the Use Python programming to extract text and labels from images using PyCharm, Boto3, and AWS Rekognition Machine Learning.

Gain Solid understanding and application of AWS Rekognition machine learning along with full Python programming introduction and advanced hands-on instruction.

Course Description

Welcome to AWS Rekognition: Machine Learning Using Python Masterclass - A one of its kind course

It is not only a comprehensive course, you are will not find a course similar to this. The flipped classroom model with hand-on learning will help you experience direct into the course as your begin your learning journey.

Note: AWS Machine learning is not free. Please note that you may incur additional costs from AWS.

In this course, you'll learn and practice:

Successfully use Python to extract labels from images
Extract text from images using Python
Fundamentals of AWS Machine Learning
Gain solid understanding of AWS Rekognition
Python intro and advanced programming - all in one
PyCharm installation and configuration
Using Boto3: Coding in Python to detect objects, faces, and text from images, and much more....

In this course with over 18+ hours of hands-on instruction, you will also get complete resources, and code where applicable with this course! We've built this course with our Team ClayDesk of industry recognized developers and consultants to bring you the best of everything!

So, if you would like to:

prepare for the AWS certification exam, this course is for you
gain marketable skills as an IT expert and professional, this course is for you

This course is not designed for intermediate or advanced level students

This AWS Rekognition: Machine Learning Using Python Masterclass is exactly what you need, and more. You’ll even get a certification of completion

What out students say.

See what our students say “It is such a comprehensive course that I don’t need to take any other course but this one to learn all of Python intro and advanced concepts and then use Python code to work with AWS Rekognition - Absolutely worth it” - Vikram Sharma

“This is such an awesome course. I loved every bit of it – Wonderful learning experience!” Nancy Morgan.

Join thousands of other students and share valuable experience

Why take this course?

As a senior Project Manager & Web developer, managing and deploying enterprise level IT projects, along with a Microsoft Certified Systems Engineer & Trainer, my experience with AWS Rekognition, Python using PyCharm has been phenomenally great! I am excited to share my knowledge and transfer skills to my students.

Enroll now in AWS Rekognition: Machine Learning Using Python Masterclass today and revolutionize your learning. Stay at the cutting edge of enterprise cloud computing — and enjoy bigger, brighter opportunities.

See you in class

Syed & Team ClayDesk

Who this course is for:

Beginners who are curios about AWS Rekognition
Anyone who wants to learn AWS Machine Learning
Entry level programmers who which to gain solid understanding of using Python for AWS Rekognition

AWS Rekognition: Machine Learning Using Python Masterclass

What you'll learn

Explore related topics

Course content

Introduction5 lectures • 16min

AWS Machine Learning9 lectures • 54min

AWS Face Rekognition Project1 lecture • 13min

Machine Learning Fundamentals8 lectures • 1hr 20min

Test your knowledge - Take a Quiz0

Core AWS Configurations & Fundamentals7 lectures • 1hr 4min

Test Your Knowledge - Take a Quick Quiz0

AWS Rekognition Using Python: In Depth16 lectures • 1hr 20min

Knowledge Check0

Python Programming For Complete Beginners30 lectures • 7hr 11min

Requirements

Description

Who this course is for: