AWS Rekognition Machine Learning using Python
Course Info
Curriculum
About Course
Introduction
- Introduction - Course Agenda
- What You Should Have
- Creating a billing alert
- Amazon Machine Learning - Sage Maker
- AWS Management Console
- Complete Machine Learning run through
- Your First Machine Learning Project
- Machine learning project cleanup
- Watch Out For AWS Billing - Check Frequently
- Your Second Machine Learning Project Upload Data Set to S3
- Creating Training Data Source & Machine Learning Model
- Generating Predicti...
Introduction
- Introduction - Course Agenda
- What You Should Have
- Creating a billing alert
- Amazon Machine Learning - Sage Maker
- AWS Management Console
- Complete Machine Learning run through
- Your First Machine Learning Project
- Machine learning project cleanup
- Watch Out For AWS Billing - Check Frequently
- Your Second Machine Learning Project Upload Data Set to S3
- Creating Training Data Source & Machine Learning Model
- Generating Predictions
- Quick check on billing
- Machine learning basics
- Supervised Learning
- Unsupervised Learning
- Deep Neural Networks
- Neural Network Techniques
- Intro to Reinforcement Learning
- Reinforcement Learning in Action
- AWSMachine Learning Fundamentals
- AWS ML Pricing
- Install AWS CLI
- Creating AWS Security Group
- Generating Key Pair
- Creating AWS InstanceConnecting to AWS Instance with Putty For Windows
- Download & Install PyCharm
- Create a new user – programmatic access
- Using Command Line For User Login
- Install Boto3: Amazon Web Services (AWS) SDK for Python
- Create Images Directory In Pycharm
- Uploading Images To Web Server
- Python Pprint
- Creating Helpers File
- Fetching lables form image
- Extracting just labels
- Face Detection With Python
- Using S3 Label Detection
- Limits Of Amazon Rekognition
- Python Introduction & Agenda
- Why Program?
- Downloading Python 3.5
- Python Interpreter & Idle
- Python Interpreter & Idle
- Python Strings
- Getting Input
- Reading & Writing Files
- Python Expressions
- Creating Your First Program Part1
- Creating Your First Program Part2
- Placing Comments in Code
- Introduction To Strings-Part
- Introduction To Strings-Part2
- What Are Functions?
- Print Function
- Escape Codes In Python
- Input Function
- Global Variables
- Concept Of Python Dictionaries
- Concept of Lists
- What Are Tuples?
- Introduction to Loops
- Working With Graphics
- Conditional Execution
- IF Statement
- Additional IF Statements
- The While Loop
- Project A
- Project B
- IntroductionPython Refresher
- List Comprehension
- Sets & Dictionaries
- Looping Techniques
- Python Modules
- Python Packages
- Time Functionality
- Graphical User Interface
- IntroductionCreating Tk Widget
- Working With Buttons and Labels
- Python Message Box
- Radio Button Implementation
- Data Entry Widget Creation
- Working With Oval Objects
- POST and GET Methods
- Advanced File Operations
- Accessing Internet With Python
- Turtle Star
- Random Walk
- Creating Multimedia
- Text Input-Part 1
- Text Input-Part 2
- Networking With Python
- Python Debugger
- Advanced Project A
- Advanced Project B
About the instructors
Course Curriculum
