12 lesson course
Build an AI News Digest Generator from Scratch
Build an automated news-video system with Python, Whisper, Qwen3-VL, Edge TTS and Remotion
Build a complete Windows desktop news-production tool that accepts 2–5 source videos and automatically creates transcription, structured analysis, approximately 20-second narration, visual headlines, footage selection, subtitles, a branded 9:16 Remotion video, background music, publishing metadata, and a fixed-background cover image.
2 free lessons12-month access passes available
Course curriculum
01Course Introduction and Final ProductUnderstand the project goals, final product, use cases, and complete learning path.Free02Environment, Accounts and Project PreparationPrepare Python 3.11, Node.js, FFmpeg, AI services, and the project directory.Free03Understand the News Workflow and Data ModelDefine the one-video-one-story model, timing policy, job folders, and metadata.04Build the Single-Window Tkinter GUICreate four settings panels, a default media folder, progress feedback, and final output.05Transcription and News AnalysisUse Whisper and AI analysis to create accurate, attributable news summaries.06Narration, Visual Headlines and Edge TTSGenerate approximately 20-second narration, six-word headlines, and continuous voiceover.07Qwen Visual Analysis and Clip SelectionSelect narration-matched footage from each source video without cross-video mixing.08Subtitles and Timeline AlignmentCreate broadcast-readable subtitles and align narration, footage, and transitions.09The Remotion 9:16 News TemplateImplement the three-zone layout, intro, headlines, subtitles, music, and corner overlay.10Publishing Metadata and Automatic CoverGenerate a TikTok title, hashtags, 15 keywords, and a fixed-background cover.11Output Cleanup, Testing and TroubleshootingSafely clean old outputs, validate the full workflow, and resolve common failures.12Production Workflow, Best Practices and ExtensionsComplete a real project, establish a stable daily workflow, and plan future extensions.