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Complete DeepSeek AI Course: Beginner to Advanced
Rating: 5.0 out of 5(3 ratings)
40 students

Complete DeepSeek AI Course: Beginner to Advanced

Explore DeepSeek from setup to fine-tuning with hands-on demos, prompt engineering, APIs, and automation projects.
Created byNova Foundry
Last updated 9/2025
English

What you'll learn

  • Describe DeepSeek’s core features and differentiate it from other LLMs like ChatGPT, Gemini, and Claude.
  • Install and configure DeepSeek across web, API, and local environments to suit diverse development needs.
  • Craft clear, effective prompts, from beginner techniques to chain-of-thought and few-shot strategies, to drive accurate AI outputs.
  • Build real-world applications such as chatbots, content generators, and data-automation scripts by integrating DeepSeek with Python, Google Sheets, Twitter/X
  • Fine-tune and deploy custom DeepSeek models on platforms like AWS Lambda, and optimize for cost, latency, and throughput.
  • Conduct AI-powered business analyses,including market research, competitor analysis, and automated PowerPoint generation,to support data-driven decision making.
  • Implement ethical-AI best practices to identify and mitigate bias, hallucination, and misinformation in generated outputs.
  • Stay current with emerging AI trends and contribute to open-source projects, positioning yourself for ongoing career growth in the AI space.

Course content

9 sections32 lectures7h 40m total length
  • What Is DeepSeek? Overview & Key Features1:37

    Explore DeepSeek’s origin, design goals, and standout features that differentiate it from other AI models.

  • How DeepSeek Compares to ChatGPT, Gemini, and Claude1:46

    Analyze DeepSeek’s strengths, limitations, and ideal use cases side-by-side with ChatGPT, Google’s Gemini, and Anthropic’s Claude.

  • DEMO – Setting Up DeepSeek (Web, API, Local Options)43:00

    Follow a hands-on walkthrough for installing and configuring DeepSeek via its web interface, API keys, and local deployment.

  • DEMO – Your First Prompts (Basic Interaction Techniques)8:52

    Learn essential prompting strategies and execute your first DeepSeek queries in a live demo to generate text outputs.

Requirements

  • Basic computer literacy – Comfort installing software, navigating folders, and using a web browser.
  • Familiarity with the command line – Ability to run simple commands in a terminal (Windows PowerShell, macOS/Linux Shell).
  • Introductory Python knowledge – Understanding of variables, functions, and installing packages via pip (for developer-focused demos).
  • A text editor or IDE – Examples: VS Code, PyCharm, Sublime Text, or even a simple code editor.
  • Internet access & modern browser – To use DeepSeek’s web interface, access APIs, and follow along with online demos.
  • A free DeepSeek account – You’ll need API keys or web-login credentials to run all demos (sign up on the DeepSeek website).
  • Google Sheets account (optional but recommended) – For the “Automate Sheets” demo; free with any Google account.
  • AWS free-tier account (optional for advanced lectures) – To follow the “Deploy on AWS Lambda” demo; no paid services are required for the examples provided.

Description

DeepSeek AI: Beginner to Advanced with Real-World Projects

Unlock the full potential of DeepSeek, one of today’s most powerful AI engines, and transform your workflows, applications, and businesses with hands-on demos, expert techniques, and end-to-end projects. Whether you’re starting from scratch or looking to deepen your AI expertise, this course will guide you step by step, from basic prompts to custom fine-tuning and deployment.


What you’ll learn

  • DeepSeek Fundamentals: Understand core features, compare to ChatGPT/Gemini/Claude, and set up web/API/local environments

  • Effective Prompting: Craft beginner-to-advanced prompts, use chain-of-thought techniques, and boost response quality

  • Real-World Demos: Generate blog posts, debug code, perform live research & summaries, and automate tasks

  • API Integrations: Build Twitter bots, automate Google Sheets with Python, and connect DeepSeek to your apps

  • Fine-Tuning & Deployment: Prepare datasets, fine-tune models for niche use cases, and deploy on AWS Lambda

  • Business & Productivity: Conduct rapid market research, competitor analysis, ethical AI practices, and create executive reports

  • Advanced Topics: Dive into transformer architectures, cost & performance optimization, and open-source contributions

  • Capstone Projects: Build a voice assistant, academic research summarizer, social media manager bot, and e-commerce recommender

Course content & structure

  1. Introduction & AI Fundamentals

  2. Beginner Prompting & Use Cases

  3. Intermediate Prompt Engineering

  4. Developer Workflows & Integrations

  5. Business Applications & Ethics

  6. Advanced Customization & Fine-Tuning

  7. Hands-On Projects & Case Studies

  8. Emerging Trends & Career Paths

Each section combines concise theory videos with live code-along demos. Downloadable cheat sheets, prompt templates, and mini-assignments help reinforce learning at every stage.

Requirements

  • No prior DeepSeek experience required

  • Basic familiarity with AI concepts is helpful but not mandatory

  • For API sections: Python (3.x) installed and a DeepSeek API key

  • Internet access for web-based demos and downloads

Who this course is for

  • Absolute Beginners curious about AI and prompt design

  • Developers & Data Scientists looking to integrate DeepSeek into projects

  • Business Professionals & Analysts seeking faster research, analysis, and reporting

  • AI Enthusiasts eager to fine-tune models, deploy services, and explore future trends

Who this course is for:

  • Software Developers & Engineers Seeking to integrate cutting-edge AI into your apps, bots or automation scripts using DeepSeek’s API and SDKs.
  • Data Analysts & Researchers Looking to accelerate research, summarization, and market-intelligence workflows with AI-powered tools.
  • Content Creators & Marketers Who want to generate blog posts, social media copy, slide decks or brainstorm ideas in minutes.
  • Business & Product Managers Aiming to leverage AI for competitor analysis, data-driven presentations, and smarter decision-making.
  • Students & Enthusiasts Curious about the inner workings of transformer models, ethical AI considerations, and the future of generative technologies.
  • AI Consultants & Freelancers Looking to add DeepSeek-based services—such as custom chatbots, automated reporting, or data pipelines—to their offerings and deliver rapid ROI for clients.
  • Startup Founders & Entrepreneurs Wanting to prototype and deploy AI-driven products quickly—whether it’s a niche recommendation engine, voice assistant, or content automation tool—to validate ideas and attract early adopters.
  • Educators & Corporate Trainers Seeking a structured curriculum and hands-on demos to teach teams or students how to leverage DeepSeek for research, productivity, and application development.