From a Single Page of Script to a Dubbed Video — An Automated Video Production Pipeline with Claude Code (Lectures, YouTube, Shorts)

Is your skill stagnating because you keep asking AI to 'just whip something up'? This course dissects the principles and philosophy of the 'Cocrates Harness,' a rigorous constraint system that fundamentally blocks the sloppy generation of LLMs. Defy the gravity of AI convenience and discover the cheat code to rapidly growing into a 'true top-tier architect' who commands and controls every design context!

Knowledge Entrepreneurship Opportunities and Mindset: Making Writing and Media Easy in the AI Era (Prompt Engineering, Gemini, Kling) No coding knowledge or AI experience required! All you need are your experiences and ideas. Learn practical methods to combine your personal expertise with AI tools to create digital content. Based on this, you can create your own content and gain significant help for various digital businesses you've wanted to try.

We will share the practical know-how of how an ordinary office worker dad, a non-major, achieved cumulative earnings of 10 million KRW with AI images, creating a salary-level side income by investing 20 minutes a day. With a curriculum customized for office workers and homemakers, anyone can easily follow along.

: "From Mathematical Foundations to the Latest Models, Completing the Deep Learning Pipeline with PyTorch (44 Lectures in Total)" The era of simply learning how to call model.fit() is over. From the very basics of artificial neural networks—differentiation and gradient descent—to essential PyTorch techniques used in the industry, and CNN/RNN for handling image and time-series data! We will help you systematically master the entire process of deep learning. Go beyond analyzed data and step into the amazing world of deep learning, where artificial intelligence mimicking the human brain learns and makes decisions on its own.

Let's create a service that improves itself even while you sleep! Learn step-by-step how to build a 24-hour vibe coding system using loop engineering with Codex.

Why not streamline your narration recording with AI? *This course includes the use of AI.* "Are you spending your precious evening hours recording narration for presentation materials?" "Do you want to maintain high quality for your side-hustle video content, but lack the time and space to record?" What if you could delegate that time-consuming "voice recording" task to an AI voice that sounds exactly like you—your "voice double"? This is a highly practical introductory course designed for busy business professionals to master the AI voice generation tool "ElevenLabs." You will learn how to fundamentally transform your production process by ultimately creating your own "voice double." "Streamline" tedious recording tasks and reclaim your most valuable asset: "time." We will systematically provide specific workflows and techniques from an expert's perspective to achieve this. **In this course, you will acquire the following skills:** * Techniques to master ElevenLabs and generate high-quality Japanese audio. * The specific workflow to have AI create your own "voice double" (voice clone). * Voice recording methods taught by a vocal coach to extract maximum performance from the AI. * Strategies for utilizing your created AI voice for both your main career (presentations, training materials) and your side hustle (YouTube, SNS). * Essential risk management knowledge regarding copyright and law to avoid failures in commercial use. **Unique features of this course:** This course is more than just a manual on how to use a tool. As a vocal coach, the instructor will generously share expert insights—from how to read and project your voice for the submission samples to recording methods that enhance quality—to ensure you get the best performance out of the AI. Furthermore, ElevenLabs offers plans that even AI beginners can use with confidence. You will be amazed by the quality of the AI voice you can test starting with the free plan. Rest assured, we will guide you step-by-step: from learning basic knowledge and safe usage to upgrading to a paid plan to create your own "voice double." **▼ This course is especially recommended for:** * Business professionals who want to dramatically improve productivity in document creation. * Those who want to leverage their professional expertise to share high-quality information through a side hustle. * Creators who have given up on audio content due to time or location constraints. * Those who want to acquire the latest AI technology as a concrete skill for business improvement. * Those who want to leave repetitive tasks to AI and focus on core activities like planning and strategy. **▼ Requirements for taking the course:** * Basic PC operation skills. * An internet connection. * An ElevenLabs account (The free plan is sufficient for the beginning of the course. A paid plan is recommended for the practical voice cloning section). **Enroll now and transform the way you work!** The skills gained in this course will become a powerful weapon that you can use for a long time in both your main career and your side business. Free yourself from tedious recording work and take a new step toward accelerating your business!

This course is not just about "how to implement" a Transformer, but about dissecting why this architecture was created, what role each module plays, and how the entire model works from the designer's perspective. We deeply analyze the internal computation principles of Self-Attention and Multi-Head Attention, and directly verify through formulas, papers, and implementation code what limitations Positional Encoding, Feed-Forward Networks, and Encoder·Decoder structures were introduced to solve. Starting from Attention, we assemble the entire Transformer structure ourselves, and actually perform training to experience firsthand how the model operates. This course is the most structured and practical roadmap for "anyone who wants to completely understand Transformers."

Build a small RAG system with three documents, then use actual execution logs to determine where to start fixing things—documents, retrieval, context, or generation—when the answers are wrong. Quantify the impact of improvements, including hybrid retrieval and reranking, multi-stage retrieval, and permission and operational checks.

Instead of writing longer prompts, I create rule files, logs, permissions, hooks, and validation routines one by one whenever something goes wrong in a real project. With a news alert bot that I actually built and deployed to a server in five days, 211 screenshots and 87 instructions exactly as originally written.

Go beyond the limitations of AI tools and develop sustainable video production capabilities. Learn the core principles from filming to editing using DaVinci Resolve through a practice-oriented approach, and acquire professional editing techniques to meet diverse user demands.

Are you feeling stuck on how to apply what you've learned to real-world tasks even after mastering the basics? I will help you complete complex RAG and agent designs using my professional industry know-how.

Start by installing the Claude desktop app and getting familiar with its interface. Then learn what’s changed with the all-in-one Claude and understand the difference between an AI you ask questions and an AI that does the work. PART 1 In “Giving Clear Instructions,” learn how to delegate work to Claude through a single chat window—from writing work requests and assigning files and research to getting finished documents, slides, and spreadsheets. PART 2 In “Connecting Claude to Your Work,” use memory and projects to teach Claude your rules, and connect it to your real work environment—including data analysis, email, Drive, Calendar, folders on your computer, and web-based work. PART 3 In “Handing Off the Whole Task,” delegate major tasks all at once and use skills, scheduled tasks, and work dashboards to automate recurring work—creating a workflow where people only need to approve the results. Each session centers on the instructor using Claude to handle work they’re actively doing, and includes examples of applying the same methods in corporate and school settings.

We’ve created this for anyone who wants to use AI—an essential tool in the age of AI—to achieve the best possible results. In just two hours, you can learn how to make the most of AI through coding.

Synthesize a Korean sentence with local Qwen3-TTS, then check the original audio to identify where Whisper’s transcription differs in numbers, units, or negation. Refine pauses between sentences using real examples and waveforms, and review AI disclosure standards for each platform.

Sensational video content created with just a single line of text! A quick and easy introduction to SNS content creation starting with Kling AI

The ultimate video editing powerhouse 🟪 Learn Premiere Pro and 9 AI services while creating 5 real-world projects to become a high-quality AI Shorts creator upon course completion 🔥 Don't learn from beginners—learn from an expert 😎

Build a customer support agent from scratch that finds and answers from documents, selects tools to look up information, and actually creates approved tickets. Verify through real execution logs that each task is completed exactly once and through to the end, even if responses are interrupted or the same request arrives again.

By combining Vrew's automatic AI subtitle generation with CapCut's intuitive editing features, you can create high-quality YouTube videos in under 30 minutes, even with zero prior video editing experience. You will learn a practical video production process by connecting the core functions of both tools into an efficient workflow.

You can learn about Text-to-SQL systems that generate and query SQL statements in real time in response to user questions.

This is a course on building your own stock and cryptocurrency automated trading programs using ChatGPT, even without prior coding knowledge. You will gain both AI development skills and financial investment knowledge through hands-on practice covering the entire process, from data collection to predictive model development, stock recommendation systems, and actual automated trading.