Artificial Intelligence and Machine Learning Courses

AI+ Video - Self-paced

Length 365 days access
Price $495 inc GST
Inclusions Online exam

Course overview

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Why study this course

The AI+ Video course is designed for content creators, marketers, video editors, and technology professionals looking to integrate Artificial Intelligence into video production and analysis. The course delivers practical, industry-relevant skills that enable these professionals to automate workflows, enhance video quality, and leverage AI-driven tools to create engaging, data-informed video content across media and marketing roles.

Throughout the course, learners will explore key areas including AI-driven video editing, machine learning for video analysis, generative AI for content creation, and real-time video processing, supported by hands-on activities and real-world applications. With a strong emphasis on automation, audience engagement, and ethical considerations, the course equips students with the experience to apply AI tools for personalisation, content optimisation, and compliance, enabling them to deliver high-quality, responsible, and innovative video solutions.

Exam and certification

This course prepares students for the corresponding certification. The exam/assessment is completed online and provided as part of the course content.

The exam is:

90 minutes
50 multiple choice / multiple response questions
Pass mark is 35 out of 50 (i.e. 70%)
Online via AI Proctoring platform

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What you’ll learn

Through this course, students will be able to:

Grasp how AI enhances video analysis, object detection, and facial recognition.
Apply AI tools for automated video editing, content moderation, and real-time video processing.
Understand the ethical implications and privacy issues surrounding AI in video technologies.
Learn to address and reduce bias in AI systems used for video applications.
Be prepared to lead and innovate in the rapidly advancing field of AI-powered video technologies.

AI CERTs at Lumify Work

AI CERTs® stands at the forefront of AI and blockchain certification, offering world-class programs that prepare individuals to lead in these rapidly growing fields. AI CERTs courses and certifications are vendor agnostic and designed to bridge the gap between theoretical knowledge and practical application, ensuring learners are equipped to make an immediate impact in their careers.
Lumify Work is a Platinum Authorized Training Partner for AI CERTs in Australia, New Zealand, and the Philippines.

View all AI CERTs at Lumify Work courses

Who is the course for?

This course is intended for:

Content Creators
Marketers
Video Editors
Technology Professionals
Media Professionals

Course subjects

Module 1: Foundation of AI in Video Integration

Basics of Video Processing
Introduction to AI in Video
Toolkits and Framework
Use Case: AI-Enhanced Video Compression for Streaming Platforms
Case Study: YouTube’s AI-Driven Transcoding System

Module 2: Preparing Video Data for AI

Data Preparation for AI Models
Preprocessing and Augmenting Frames
Storage and Workflow Management
Use Case: Building AI-Ready Video Datasets for Autonomous Driving Applications
Case Study: Tesla’s In-House Pipeline for Labeling Driving Scenarios Across Multiple Geographies Using Video Footage
Hands-On: Video Annotation Using CVAT Tool, and Organizing Them for Model Training

Module 3: Machine Learning for Video Analysis

Video Classification and Tagging
Object Detection and Movement Tracking
Action and Behavior Recognition
Use Case: Smart Surveillance Systems Detecting Abandoned Objects in Real Time
Case Study: Dubai Smart City’s AI Implementation for Object Recognition
Hands-On: Train YOLOv8 on Sample Security Footage to Detect and Track Objects

Module 4: Generative AI in Video

Generating Synthetic Video with GANs
AI-Driven Animation and Avatars
Ethical Use of Generative Content
Use Case: Auto-Generation of Product Explainer Videos Using Avatars and Synthesized Narration
Case Study: Synthesia’s Solution Enabling Businesses to Create AI-Driven Training and Marketing Videos
Hands-On: Generate a Deepfake or AI Avatar Using AKOOL and Explore Face Alignment and Identity Swapping

Module 5: Enhancing Video with AI

Super-Resolution and Restoration
Real-Time Video Enhancement
Making Video More Inclusive
Use Case: Streaming Platforms Using AI to Enhance Resolution and Reduce Latency for Mobile Users
Case Study: DeOldify's Impact in Reviving Historical Video Archives by Upscaling and Colorizing Black-and-White Footage
Hands-On: Use AI4Video to Enhance a Sample Low-Resolution Black-and-White Video and Visualize Improvement

Module 6: Interactive and Immersive AI Video

AI in AR and Mixed Reality
Intelligent Video Editing
Viewer Engagement & Adaptation
Use Case: Live Sports Broadcasters Using AR to Overlay Player Stats During Gameplay
Case Study: NFL and AWS Collaboration to Deliver Real-Time Performance Insights via Augmented Visuals
Hands-On: Creating a Highlight Video from a Video Clip Using Clipchamp

Module 7: AI in Video Surveillance and Compliance

Security and Monitoring Systems
Automated Content Moderation
Addressing Privacy and Ethics
Use Case: Automated Real-Time Access Control in Corporate Offices Using Facial Authentication
Case Study: Amazon Go’s Cashier-Less Stores Using Computer Vision for Security and Consumer Behavior Tracking
Hands-On: Implement Facial Detection and Access Control Simulation Using OpenCV and a Basic Recognition Model

Module 8: Future of AI+ Video

Trends and Emerging Technologies
AI Applications by Industry
Careers and Professional Growth

Prerequisites

Familiarity with video editing software to enhance content creation and editing efficiency.
Basic knowledge of AI principles to effectively integrate AI in video production.
Comfort with using data to make informed decisions and optimize video engagement.
Hands-on experience in producing digital media, essential for effective video storytelling.
Understanding of video production tools and techniques to leverage AI-driven video innovations.

Terms & Conditions

The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.