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AI Development with DeepSeek for Developers · LearnSpace
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AI Development with DeepSeek for Developers

Курс от Board Infinity
Начальный≈ 14 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The AI Development with DeepSeek for Developers course is a hands-on guide to building real-world AI applications using DeepSeek's open-source models—no prior experience required. Designed for developers, students, ML engineers, and tech enthusiasts, this course combines conceptual overviews with practical projects, delivered through Jupyter notebooks and popular Python libraries like LangChain, Streamlit, Promptify, DSPy, and DeepEval. Start by exploring DeepSeek’s ecosystem, accessing V3, R1, and Coder models via web and API, and building your first Q&A app. Next, apply DeepSeek to real-world tasks—summarizing documents, generating code, building interactive Q&A systems, and advanced reasoning. Then, create task-specific AI agents, compare DeepSeek’s performance and pricing with leading LLMs, and interpret benchmark results. Finally, explore DeepSeek’s unique features—GRPO, Mixture-of-Experts architecture, quantized models, and fine-tuning options for custom use cases. By the end, you will be able to: - Build Q&A, chatbot, and code generation apps using DeepSeek and Python tools. - Apply DeepSeek for summarization, coding, and advanced reasoning in real projects. - Create and compare AI agents, analyze model performance, and interpret benchmarks. - Customize and evaluate DeepSeek models for your own use cases, leveraging open-source features. Whether you’re starting your AI journey or expanding your toolkit, this course will help you confidently build and deploy practical AI solutions with DeepSeek. Disclaimer: This course is an independent educational resource developed by Board Infinity and is not affiliated with, endorsed by, sponsored by, or officially associated with Deepseek or any of its subsidiaries or affiliates. This course is not an official preparation material of Deepseek. All trademarks, service marks, and company names mentioned are the property of their respective owners and are used for identification purposes only.

Навыки, которые вы освоите

DeepseekFine-tuningModel EvaluationDeepSeek APILangChainGenerative AI AgentsModel OptimizationPrompt Engineering ToolsAgentic systemsLLM Application

Программа курса

4 модулей · 76 учебных материалов

01Getting Started with DeepSeek Models23 материалов

Introduction to DeepSeek

Course Welcome Video!ВидеоWhat is DeepSeek?ВидеоAccessing DeepSeek via Web InterfaceВидеоIntroduction to DeepSeek ModelsВидеоSetting Up a DeepSeek AccountВидео

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Board Infinity

Instructor

AI Development with DeepSeek for Developers
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 14 ч

4 модулей

Язык: Английский

Субтитры: Венгерский

Часть программы вашего университета
Read More About DeepSeek: Models, Access, and Use CasesЧтение
First Steps with DeepSeek: Tools, Access & Model OverviewDIALOGUE
Practice Quiz: Introduction to DeepSeekЗадание

Using DeepSeek via API

Introduction to DeepSeek’s APIВидеоSetting Up API AuthenticationВидеоUsing Promptify for Better PromptsВидеоBuilding a Simple Q&A App with StreamlitВидеоRead More About DeepSeek API: From First Calls to Full Q&A AppsЧтениеPractice Quiz: Using DeepSeek via APIЗадание

Understanding DeepSeek Model Types

DeepSeek-V3: General-Purpose ModelВидеоDeepSeek-R1: Reasoning-Focused ModelВидеоDeepSeek-Coder: Programming AssistantВидеоChoosing the Right ModelВидеоRead More About DeepSeek Model Variants: V3, R1, and Coder in ActionЧтениеExploring the DeepSeek Universe: From Models to APIDIALOGUEPractice Quiz: Understanding DeepSeek Model TypesЗаданиеGraded Quiz: Getting Started with DeepSeek ModelsЗаданиеQuick Course Check-InPLUGIN
02Applications of DeepSeek Models17 материалов

Retrieval and Summarization

Retrieval-Augmented Generation (RAG)ВидеоText SummarizationВидеоLong-Context Document AnalysisВидеоRead More About Retrieval & Summarization with DeepSeekЧтениеPractice Quiz: Retrieval and SummarizationЗадание

Interactive Q&A Systems

Question Answering (Q&A) SystemsВидеоConversational AI with DSPyВидеоBuilding a Q&A App with StreamlitВидеоRead More About Interactive Q&A Systems with DeepSeekЧтениеPractice Quiz: Interactive Q&A SystemsЗадание

Coding and Technical Applications

Code GenerationВидеоCode ExplanationВидеоMathematical ReasoningВидеоRead More About Coding & Technical Applications with DeepSeekЧтениеDeepSeek in Action: Real-World AI ApplicationsDIALOGUEPractice Quiz: Coding and Technical ApplicationsЗадание
03Agents and Model Comparisons with DeepSeek17 материалов

Introduction to Agents

What Are AI Agents?ВидеоWhy DeepSeek for Agents?ВидеоSetting Up LangChain with DeepSeekВидеоRead More About AI Agents with DeepSeekЧтениеPractice Quiz: Introduction to AgentsЗадание

Building Task-Specific Agents

Research AgentsВидеоConversational AgentsВидеоRead More About Building DeepSeek Agents for Research & ConversationЧтениеPractice Quiz: Building Task-Specific AgentsЗадание

Comparing DeepSeek with Other Models

Overview of Model ComparisonsВидеоPricing ComparisonВидеоPerformance on BenchmarksВидеоLMArena PositioningВидеоRead More About DeepSeek vs. Top AI ModelsЧтениеAgents in Action: Comparing DeepSeek to the CompetitionDIALOGUE
04What’s Different About DeepSeek19 материалов

DeepSeek’s Unique Training Methods

What Makes DeepSeek Stand Out?ВидеоGuided Roleplay Optimization (GRPO)ВидеоMulti-Stage Training in DeepSeek-R1ВидеоMixture-of-Experts (MoE) ArchitectureВидеоRead More About DeepSeek’s Innovative Training MethodsЧтениеPractice Quiz: DeepSeek’s Unique Training MethodsЗадание

Reasoning and Evaluation

DeepSeek’s Reasoning EdgeВидеоLeveraging 128K Context for ReasoningВидеоEvaluating Outputs with DeepEvalВидеоBenchmark InsightsВидеоRead More About DeepSeek's Reasoning and Evaluation MethodsЧтениеPractice Quiz: Reasoning and EvaluationЗадание

Customization and Quantized Models

Basics of Fine-Tuning DeepSeekВидеоQuantized Models for Easier InferenceВидеоRead More About Customization and Quantization in DeepSeekЧтениеDeepSeek’s Unique Edge: Training, Reasoning & CustomizationDIALOGUEPractice Quiz: Customization and Quantized ModelsЗаданиеGraded Quiz: What’s Different About DeepSeekЗадание
Graded Quiz: Applications of DeepSeek ModelsЗадание
Practice Quiz: Comparing DeepSeek with Other ModelsЗадание
Graded Quiz: Agents and Model Comparisons with DeepSeekЗадание
Course Closure - Gratitude !Видео