Can I use these skills for both personal and professional projects?

Absolutely. These techniques apply to business content, social media, and independent creative work.

Will I receive a certificateafter I complete it?

Yes, you’ll earn the Coursera Certificate in AI for Video Production.

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

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AI for Video Production

Dozent: AI CERTs Team

1.601 bereits angemeldet

Bei enthalten

Mehr erfahren

8 Module

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

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Empfohlene Erfahrung

2 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

8 Module

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

Stufe Anfänger

Empfohlene Erfahrung

2 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

Streamline Editing with AI Tools: Automate trimming, captioning, and color correction to speed up production and maintain consistency.
Enhance Storytelling and Creativity: Use AI for scriptwriting, visual analysis, and idea generation to create stronger, engaging narratives.
Optimize Production Workflows: Integrate AI into planning and editing processes to reduce manual effort and deliver content faster.
Improve Video Quality and Accessibility: Apply AI for noise reduction, subtitles, and visual enhancement to produce polished, accessible videos.

Wichtige Details

Zertifikat zur Vorlage

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Kürzlich aktualisiert!

November 2025

Bewertungen

8 Aufgaben

Unterrichtet in Englisch

91% of learners achieved a positive career outcome

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In diesem Kurs gibt es 8 Module

Create high-quality videos faster, reduce editing time, and deliver more engaging content with AI. AI for Video Production is a beginner-friendly, practical course that teaches you how to use modern AI tools to accelerate editing, simplify workflows, and strengthen storytelling—without technical expertise.

You’ll explore how AI supports every stage of production, from idea development and scriptwriting to automated editing, color correction, and captioning. For example, AI can instantly match color tones across clips or generate captions in seconds. This frees you to focus on creativity instead of repetitive tasks. Each module includes real demonstrations of AI video tools in action. You’ll see how automation speeds up post-production, improves audio quality, enhances visuals, and simplifies complex editing steps. By the end of the course, you’ll be able to edit efficiently, create engaging videos, and deliver content that stands out in a competitive digital space. Enroll to gain recognized certification and build future-ready video production skills using AI-powered workflows, automation, and creative storytelling techniques.

This module introduces the overall certification structure and explains how the learning experience is organized throughout the course. To support different learning preferences, the content is offered in multiple formats, including Videos, eBooks, Audiobooks, and Podcasts. Each format covers the same key concepts, giving you the flexibility to learn in the way that works best for you. You can choose any format based on your preferred learning style and move through the course at your own pace.

Das ist alles enthalten

9 Videos1 Lektüre1 Aufgabe2 Plug-ins

9 VideosInsgesamt 39 Minuten

Navigation Video2 Minuten
Course Introduction5 Minuten
1.1 Structure and Types of Video Files, Compression Techniques, and Codec Standards5 Minuten
1.2 Frame Rates, Resolutions, and Common Video Formats, followed by Color Spaces, HDR, and Chroma Subsampling for AI Applications5 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 Enterprise3 Minuten
1.5 Common AI Libraries (OpenCV, TensorFlow, PyTorch, MediaPipe)4 Minuten
1.6 Video Data Handling and Environment Setup for AI Development6 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 33 Minuten

2.1 Extracting and Annotating Video Frames6 Minuten
2.2 Organizing and Structuring Video Datasets for Efficient Supervised Learning7 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 Variance3 Minuten
2.6 Storage and Workflow Management for AI Video Data5 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 47 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-CNN6 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 detection3 Minuten
3.7 Identifying Human and Group Behaviors4 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 Content6 Minuten
4.2 Applying Style Transfer in Moving Frames3 Minuten
4.3 Frame Interpolation using Deep Learning4 Minuten
4.4 Lip-Sync and Voice-to-Motion Generation4 Minuten
4.5 Creating Realistic Avatars and Character Movement4 Minuten
4.6 Generating Video from Textual Input4 Minuten
4.7 Understanding Deepfakes and Manipulation risks4 Minuten
4.8 Detection Methods and Digital Watermarking6 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 languages4 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 41 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 AI4 Minuten
5.5 Deblurring, Stabilization, and Low-Light Enhancement in Real-Time Video5 Minuten
5.6 Auto-generated Captions and Subtitles3 Minuten
5.7 Real-Time Sign Language Interpretation5 Minuten
5.8 Voiceover and Audio Description for Accessibility6 Minuten
5.9 AI in Video Enhancement: Use Case on Mobile Streaming and Case Study on Historical Archive Restoration5 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 Feed4 Minuten
6.2 Estimating Depth for Anchoring 3D Objects4 Minuten
6.3 Real-Time Special Effects with Visual Recognition4 Minuten
6.4 Scene Segmentation and Cut Detection3 Minuten
6.5 AI-Driven Highlights and Storyboarding: Automating Creative Video Summaries4 Minuten
6.6 Interactive Video Branching4 Minuten
6.7 Personalized Edits6 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 43 Minuten

7.1 Crowd Facial Recognition Systems5 Minuten
7.2 Motion Detection and License Plate Recognition in Smart Surveillance Systems5 Minuten
7.3 Flagging and Filtering Sensitive Content4 Minuten
7.4 Managing Uploads on Large-scale Platforms3 Minuten
7.5 Visual Content Review Workflows5 Minuten
7.6 Compliance with GDPR and Surveillance Laws5 Minuten
7.7 Privacy-respecting AI Solutions5 Minuten
7.8 Reducing Algorithmic Bias in Surveillance5 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 Edge3 Minuten
8.2 Reducing Latency in Video Inference6 Minuten
8.3 AI-Powered Summarization and Captions4 Minuten
8.4 Retail Analytics through Footfall and Heatmaps4 Minuten
8.5 AI in Medical Imaging and Diagnostics4 Minuten
8.6 City-Scale Public Safety Systems4 Minuten
8.7 Job Profiles, Responsibilities, and Required Skills4 Minuten
8.8 Building Careers and Opportunities in AI + Video Technology 5 Minuten
Course Summary4 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

Dozent

AI CERTs Team

AI CERTs

58 Kurse38.262 Lernende

von

AI CERTs

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Warum entscheiden sich Menschen für Coursera für ihre Karriere?

Felipe M.

Lernender seit 2018

„Es ist eine großartige Erfahrung, in meinem eigenen Tempo zu lernen. Ich kann lernen, wenn ich Zeit und Nerven dazu habe.“

Jennifer J.

Lernender seit 2020

„Bei einem spannenden neuen Projekt konnte ich die neuen Kenntnisse und Kompetenzen aus den Kursen direkt bei der Arbeit anwenden.“

Larry W.

Lernender seit 2021

„Wenn mir Kurse zu Themen fehlen, die meine Universität nicht anbietet, ist Coursera mit die beste Alternative.“

Chaitanya A.

„Man lernt nicht nur, um bei der Arbeit besser zu werden. Es geht noch um viel mehr. Bei Coursera kann ich ohne Grenzen lernen.“

Häufig gestellte Fragen

No, the course is designed for beginners and professionals looking to improve their AI workflows.

Yes, you’ll explore popular AI video platforms and complete guided, hands-on exercises.

It is highly practical and focused on real production tasks and creative projects.

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.