AWS Machine Learning with Python, Part 4 of 4: Rekognition

Course description

This course seeks to equip a student with a solid understanding of machine learning fundamentals as well as using AWS Rekognition. This course covers how to Download and install PyCharm, Install Boto 3 and the AWS SDK, Fetch labels from images, use Face detection as well as using an S3 for label detection.

Each LearnNowOnline training course is made up of Modules (typically an hour in length). Within each module there are Topics (typically 15-30 minutes each) and Subtopics (typically 2-5 minutes each). There is a Post Exam for each Module that must be passed with a score of 70% or higher to successfully and fully complete the course.

Prerequisites

the following Python courses are recommended unless the user knows Python Python 3, Part 1 of 6: Getting Started Python 3, Part 2 of 6: Statements Python 3, Part 3 of 6: Data Python 3, Part 4 of 6: Functions and Classes Python 3, Part 5 of 6: Programming Tools Python 3, Part 6 of 6: Modules, JSON, and Algorithms • Basic knowledge of programming concepts desirable • Valid AWS account requires a credit card • AWS will bill you for using Machine Learning resources such as AWS Rekognition. It is not free, and you are solely responsible for all AWS billing • Knowledge of cloud computing concepts is desirable

Meet the expert

Syed Raza

Syed Raza is an IT Enterprise Solutions, Senior Project Architect and Manager.  He has over 20 years experience in  DevOps, Agile, Lean SixSigma, ITIL, ITSM along with AWS, Azure, Google Cloud enterprise solutions including Python, Java, JavaScript, React JS, GCP, Kubernetes, Docker as well as Artificial intelligence.

Video Runtime

85 Minutes

Time to complete

148 Minutes

Course Outline

Rekognition

Download Install PyCharm (17:50)

• Introduction (00:13)
• Download Install PyCharm (08:34)
• Create New user Programmatic Access (04:58)
• Using Command Line User Login (03:56)
• Summary (00:08)

Install Boto3 AWS SDK for Python HB (18:11)

• Introduction (00:08)
• Install Boto3 AWS SDK for Python (05:46)
• Creating Image Directory PyCharm (03:15)
• Uploading Images Web Server HB (03:10)
• Python Pprint (02:14)
• Creating Helper Py File (03:28)
• Summary (00:08)

Fetching Labels From Image HB (22:35)

• Introduction (00:08)
• Fetching Labels From Image (06:25)
• Results (06:06)
• Extracting Just Labels (09:46)
• Face Detection Python (00:00)
• Summary (00:08)

Face Detection Python HB (14:14)

• Introduction (00:08)
• Face Detection Python (07:44)
• Run FaceDetect (06:14)
• Summary (00:08)

Usings3 Label Detection HB (12:50)

• Introduction (00:08)
• Using S3 Label Detection (07:12)
• Limits of AWS Rekognition (05:22)
• Summary (00:08)