What are the prerequisites?

Basic video editing skills and a general understanding of AI concepts are essential.

What AI skills will I gain?

AI-assisted editing, object tracking, super-resolution, avatar synthesis, and content moderation.

What tools will I use?

Professional tools likeOpenCV, TensorFlow, and YOLOv8, plus commercial apps like Clipchamp, Synthesia, and AKOOL.

Does it cover Deepfakes?

Yes, you will learn how to generate, detect, and address the ethical risks of deepfakes and Generative AI.

Will I build something?

Yes, you will train aYOLOv8 model, annotate footage, and create an AI-enhanced video with narration or avatars.

Is it useful for business?

Yes. You'll see case studies fromYouTube, Amazon Go, and Synthesia on scaling production and enhancing security.

Does the course cover compliance?

Yes, it addresses GDPR, privacy, and algorithmic bias in video surveillance and content moderation systems.

What will I get if I purchase the Certificate?

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

AI for Video Production

kurs ist nicht verfügbar in Deutsch (Deutschland)

Wir übersetzen es in weitere Sprachen.

AI for Video Production

Dozent: AI CERTs Team

Bei enthalten

Mehr erfahren

10 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Mittel

Empfohlene Erfahrung

2 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

10 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Mittel

Empfohlene Erfahrung

2 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

Enhance Video Creation with AI: Use Runway, Pika, Descript, and Premiere Pro AI to automate edits, sync audio, and generate dynamic scenes.
Apply Video AI Techniques: Use GANs, avatars, motion tracking, and object detection to analyze and enhance video content intelligently.
Master AI Video Workflows: Learn frame extraction, captioning, upscaling, and AI storytelling for marketing and creative video projects.
Capstone: AI-Enhanced Video Project: Create an AI-powered video using Synthesia, Runway, or Clipchamp with automated edits, effects, and captions.

Kompetenzen, die Sie erwerben

Kategorie: Data Ethics
Kategorie: Augmented Reality
Kategorie: Photo/Video Production and Technology
Kategorie: Natural Language Processing
Kategorie: AI Personalization
Kategorie: Responsible AI
Kategorie: Image Quality
Kategorie: Artificial Intelligence
Kategorie: Image Analysis
Kategorie: Deep Learning
Kategorie: Editing
Kategorie: Generative AI
Kategorie: Real Time Data
Kategorie: Video Production
Kategorie: Live Streaming
Kategorie: Videography
Kategorie: Media Production
Kategorie: Video Editing
Kategorie: Storytelling

Wichtige Details

Zertifikat zur Vorlage

Zu Ihrem LinkedIn-Profil hinzufügen

Kürzlich aktualisiert!

November 2025

Bewertungen

8 Aufgaben

Unterrichtet in Englisch

Erfahren Sie, wie Mitarbeiter führender Unternehmen gefragte Kompetenzen erwerben.

Weitere Informationen zu Coursera für Unternehmen

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In diesem Kurs gibt es 10 Module

Artificial intelligence is transforming video creation, editing, and distribution - making production faster, smarter, and more immersive. The AI for Video Production Certification is designed for content creators, marketers, media professionals, and digital storytellers who want to harness AI-powered video tools to accelerate workflows, enhance creativity, and unlock data-driven audience insights.

In this hands-on program, you will explore the fundamentals of AI in video, including automated editing, object detection, motion tracking, super-resolution, and content personalization. You’ll work with tools like OpenCV, YOLO, TensorFlow, Clipchamp, and avatar-based video platforms to master practical AI-driven techniques — from auto-generating captions and highlights to transforming scripts into AI-powered videos and restoring low-quality footage. Through guided labs and real-world case studies from YouTube, Dubai Smart City, Amazon Go, and Synthesia, you will learn how AI enhances storytelling, supports accessibility, strengthens surveillance systems, and enables real-time audience engagement. You will also build hands-on projects in video enhancement, annotation, and AI-powered narrative creation. The program concludes with a proctored certification exam, validating your skills in AI-enabled video workflows and ethical media creation. Whether you're a beginner or a seasoned creator, this course prepares you to lead in the AI-accelerated media era.

This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.

Das ist alles enthalten

8 Videos1 Lektüre1 Aufgabe2 Plug-ins

8 VideosInsgesamt 36 Minuten

Course Introduction4 Minuten
1.1 Structure and Types of Video Files, Compression Techniques, and Codec Standards4 Minuten
1.2 Frame Rates, Resolutions, and Common Video Formats, followed by Color Spaces, HDR, and Chroma Subsampling for AI Applications4 Minuten
1.3 Key AI Techniques in Visual Data Analysis and Comparing Machine Learning and Deep Learning in Video Processing5 Minuten
1.4 Common Applications in Media, Surveillance, and Enterprise2 Minuten
1.5 Common AI Libraries (OpenCV, TensorFlow, PyTorch, MediaPipe)4 Minuten
1.6 Video Data Handling and Environment Setup for AI Development5 Minuten
1.7 Use Case and Case Study: AI-Enhanced Video Compression and YouTube’s Intelligent Transcoding System5 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 130 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 1: Foundations of AI in Video Integration15 Minuten
ACTIVITY: Tab15 Minuten

Das ist alles enthalten

7 Videos1 Lektüre1 Aufgabe2 Plug-ins

7 VideosInsgesamt 32 Minuten

2.1 Extracting and Annotating Video Frames5 Minuten
2.2 Organizing and Structuring Video Datasets for Efficient Supervised Learning6 Minuten
2.3 Normalizing Data and Scaling Input Sizes5 Minuten
2.4 Cropping, Sampling, and Sequencing Frames2 Minuten
2.5 Augmentation for Motion Blur, Lighting, and Angle Variance2 Minuten
2.6 Storage and Workflow Management for AI Video Data4 Minuten
2.7 Use Case and Real World Case Study on Building AI-Ready Video Datasets for Autonomous Driving5 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 230 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 2: Preparing Video Data for AI15 Minuten
ACTIVITY: Hotspot15 Minuten

Das ist alles enthalten

10 Videos1 Lektüre1 Aufgabe2 Plug-ins

10 VideosInsgesamt 46 Minuten

3.1 Scene Recognition and Classification Models5 Minuten
3.2 Syncing Audio and Visual Components and Tagging with Multiple Labels in Diverse Video Content.7 Minuten
3.3 Working with YOLO, SSD, and Faster R-CNN5 Minuten
3.4 Tracking motion using Deep SORT and SORT algorithms4 Minuten
3.5 Managing occlusions and rapid movements4 Minuten
3.6 Using RNNs and LSTMs for temporal activity detection2 Minuten
3.7 Identifying Human and Group Behaviors3 Minuten
3.8 Crowd Monitoring and Anomaly Recognition5 Minuten
3.9 Use Case: Smart surveillance systems detecting abandoned objects in real time3 Minuten
3.10 Case Study: Dubai Smart City’s AI implementation for object recognition and suspicious behavior detection in public transport hubs4 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 330 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 3: Machine Learning for Video Analysis15 Minuten
ACTIVITY: Accordion15 Minuten

Das ist alles enthalten

11 Videos1 Lektüre1 Aufgabe2 Plug-ins

11 VideosInsgesamt 45 Minuten

4.1 Using GANs to Synthesize New Video Content5 Minuten
4.2 Applying Style Transfer in Moving Frames3 Minuten
4.3 Frame Interpolation using Deep Learning3 Minuten
4.4 Lip-Sync and Voice-to-Motion Generation3 Minuten
4.5 Creating Realistic Avatars and Character Movement3 Minuten
4.6 Generating Video from Textual Input4 Minuten
4.7 Understanding Deepfakes and Manipulation risks3 Minuten
4.8 Detection Methods and Digital Watermarking5 Minuten
4.9 Responsible AI Usage Guidelines4 Minuten
4.10 Use Case: Auto-generation of product explainer videos using avatars and synthesized narration3 Minuten
4.11 Case Study: Synthesia’s solution enables businesses to create AI-driven training and marketing videos in multiple languages3 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 430 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 4: Generative AI in Video15 Minuten
ACTIVITY: Case Study15 Minuten

Das ist alles enthalten

9 Videos1 Lektüre1 Aufgabe2 Plug-ins

9 VideosInsgesamt 40 Minuten

5.1 Upscaling Resolution, Denoising, and Sharpening6 Minuten
5.2 Repairing Damaged or Historical Footage4 Minuten
5.3 Applying AI colorization to Grayscale Media4 Minuten
5.4 Improving Live-Stream Quality with AI3 Minuten
5.5 Deblurring, Stabilization, and Low-Light Enhancement in Real-Time Video4 Minuten
5.6 Auto-generated Captions and Subtitles2 Minuten
5.7 Real-Time Sign Language Interpretation4 Minuten
5.8 Voiceover and Audio Description for Accessibility5 Minuten
5.9 AI in Video Enhancement: Use Case on Mobile Streaming and Case Study on Historical Archive Restoration4 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 530 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 5: Enhancing Video with AI15 Minuten
ACTIVITY: Sequence Arrangement15 Minuten

Das ist alles enthalten

9 Videos1 Lektüre1 Aufgabe2 Plug-ins

9 VideosInsgesamt 40 Minuten

6.1 Using AI to Overlay AR Graphics Based on Camera Feed3 Minuten
6.2 Estimating Depth for Anchoring 3D Objects4 Minuten
6.3 Real-Time Special Effects with Visual Recognition3 Minuten
6.4 Scene Segmentation and Cut Detection3 Minuten
6.5 AI-Driven Highlights and Storyboarding: Automating Creative Video Summaries3 Minuten
6.6 Interactive Video Branching4 Minuten
6.7 Personalized Edits5 Minuten
6.8 Emotion Recognition for Engagement4 Minuten
6.9 AR-Powered Sports Broadcasting: Real-Time Player Insights and Fan Engagement through AI and Cloud Innovation6 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 630 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 6: Interactive and Immersive AI Video15 Minuten
ACTIVITY: Tab15 Minuten

Das ist alles enthalten

10 Videos1 Lektüre1 Aufgabe2 Plug-ins

10 VideosInsgesamt 42 Minuten

7.1 Crowd Facial Recognition Systems5 Minuten
7.2 Motion Detection and License Plate Recognition in Smart Surveillance Systems4 Minuten
7.3 Flagging and Filtering Sensitive Content4 Minuten
7.4 Managing Uploads on Large-scale Platforms2 Minuten
7.5 Visual Content Review Workflows4 Minuten
7.6 Compliance with GDPR and Surveillance Laws5 Minuten
7.7 Privacy-respecting AI Solutions4 Minuten
7.8 Reducing Algorithmic Bias in Surveillance4 Minuten
7.9 Use Case: Automated real-time access control in corporate offices using facial authentication3 Minuten
7.10 Case Study: Amazon Go’s cashier-less stores using computer vision for security and consumer behavior tracking3 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 730 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 7: AI in Video Surveillance and Compliance15 Minuten
ACTIVITY: Multiple Choice15 Minuten

Das ist alles enthalten

9 Videos1 Lektüre1 Aufgabe2 Plug-ins

9 VideosInsgesamt 36 Minuten

8.1 Running AI Video Analysis at the Edge2 Minuten
8.2 Reducing Latency in Video Inference5 Minuten
8.3 AI-Powered Summarization and Captions3 Minuten
8.4 Retail Analytics through Footfall and Heatmaps4 Minuten
8.5 AI in Medical Imaging and Diagnostics3 Minuten
8.6 City-Scale Public Safety Systems3 Minuten
8.7 Job Profiles, Responsibilities, and Required Skills3 Minuten
8.8 Building Careers and Opportunities in AI + Video Technology 4 Minuten
Course Summary3 Minuten

1 LektüreInsgesamt 10 Minuten

Hands - On10 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 830 Minuten

2 Plug-insInsgesamt 30 Minuten

Module 8: Future of AI+ Video15 Minuten
ACTIVITY: Problem Statement15 Minuten

Das ist alles enthalten

1 Lektüre

Das ist alles enthalten

1 Lektüre

Dozent

AI CERTs Team

AI CERTs

29 Kurse4.101 Lernende

von

AI CERTs

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Häufig gestellte Fragen

It's a certification in using AI to automate video production, editing, and content analysis for creators and marketers.

It's a 1-day intensive program, focused on hands-on labs and project work.

Content creators, marketers, media professionals, and brand teams focused on video strategy.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.