Last updated 8/2024
Created by Dr Ziad Francis
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English + subtitle | Duration: 53 Lectures ( 4h 46m ) | Size: 1.4 GB
NumPy and Pandas for Data Analysis and Financial Applications, Examples in Trading Market Analysis
Released 12/2025
Taught by Scott Pletcher
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 179 Lessons ( 18h 30m ) | Size: 8.51 GB
This machine learning engineer course is designed to get you comfortable with the full lifecycle of machine learning workflows on AWS. You’ll learn how to prepare data, train models, and deploy them securely in a professional environment. With AWS expert Scott Pletcher as your guide, you’ll explore key AI and ML services like Amazon SageMaker and AWS Glue, and see how to apply them in your everyday work. You’ll get hands-on with tools that simplify, accelerate, and enhance the way you use the AWS ecosystem. By the end, you’ll be ready to earn a career-advancing credential from the world’s cloud and AI powerhouse: the AWS Certified Machine Learning Engineer – Associate certification. Take the MLA-C01 exam with confidence and move forward in your machine learning career.
Released 12/2025
Taught by Jonathan Barrios
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 142 Lessons ( 14h 40m ) | Size: 5.8 GB
Make AI work for you with this AWS Certified AI Practitioner course (AIF-C01), designed for beginners, business leaders, data analysts, and aspiring machine learning engineers. You’ll build a strong foundation in the fundamentals of artificial intelligence and machine learning, using AWS services like SageMaker, Bedrock, Comprehend, Rekognition, Lex, and more. Through instructor-led modules and real-world scenarios, you'll learn prompt engineering, model evaluation, and responsible AI practices so non-technical teams can confidently guide AI initiatives and adoption. Aligned with AWS’s five exam domains (AI/ML logic, generative AI, foundation models, ethical AI, and security/governance) you’ll be fully prepared to pass the AIF-C01 exam and earn a valuable foundational AI certification.