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所在平台: Udemy |
课程主页: https://www.udemy.com/course/deepseek-generative-ai-masterclass-for-software-engineers/
课程评论：没有评论
课程名称: 软件工程师的 DeepSeek 与生成式 AI 大师班 课程概述: 本课程旨在通过全面指导，帮助您充分发挥 DeepSeek 的潜力，从基础概念到人工智能 (AI)、机器学习 (ML)、深度学习和生成式 AI 的高级应用，逐步深入。 课程内容: 1. **人工智能与机器学习基础**: 从了解 AI 和 ML 的核心原则开始，为更复杂的主题奠定坚实基础。 2. **深度学习与生成式 AI**: 深入探讨深度学习的复杂性，研究神经网络及其应用。揭示生成式 AI 的发展和机制，了解 DeepSeek 等模型如何改革内容创作和问题解决。 3. **高级 AI 主题**: 扩展您对强化学习、标记化、温度缩放、嵌入及基础模型等高级主题的知识，获取生成式 AI 模型训练方法的见解，剖析支撑其运作的 Transformer 架构。 4. **DeepSeek 实践操作**: 从理论过渡到实践，参加专注于 DeepSeek 提示的实践课程。学习从基础到高级的提示设计，提高您在软件开发生命周期 (SDLC) 过程中的技能与职业发展。 5. **DeepSeek 内部结构与架构**: 探索 DeepSeek 的技术奇迹，详细研究其架构，包括 Mixture of Experts、Multi-Head Latent Attention、Multi-Token Prediction、蒸馏、链式思维 (CoT)、群体相对策略优化 (GRPO) 和 FP8 等创新技术。这些讲座充满了来自前沿 AI 研究论文的见解。 6. **DeepSeek 的编程访问**: 学习如何以编程方式将 DeepSeek 集成到您的项目中，熟练使用 API 访问 DeepSeek，利用 Amazon Bedrock 和 LM studio 等平台，参与实际示例，并比较 API 成本与 OpenAI 的 ChatGPT 等服务，理解 DeepSeek 的成本效益。 为什么选择本课程? - **全面课程**: 从基础到高级主题，课程涵盖 DeepSeek 及其在 AI 应用中的所有关键方面。 - **实践应用**: 参与实践练习，弥补理论知识与实际应用之间的差距。 - **专家见解**: 学习来自前沿 AI 研究的内容，确保您获得最新和相关的信息。 - **成本效益**: 理解 DeepSeek 如何在成本效益上相比其他 AI 模型提供竞争优势。 不要错过提升自己对 DeepSeek 和生成式 AI 理解的机会，立即注册，解锁丰富的实践示例、深入的架构见解和实施这一突破性 AI 技术的实用知识。
Unlock the full potential of DeepSeek with our comprehensive course, designed to guide you from foundational concepts to advanced applications in Artificial Intelligence (AI), Machine Learning (ML), Deep Learning, and Generative AI.Course Overview:Foundations of AI and ML: Begin your journey by understanding the core principles of AI and ML, setting a solid groundwork for more complex topics.Deep Learning and Generative AI: Delve into the intricacies of deep learning, exploring neural networks and their applications. Uncover the evolution and mechanics of generative AI, understanding how models like DeepSeek are revolutionizing content creation and problem-solving.Advanced AI Topics: Expand your knowledge with advanced subjects such as Reinforcement Learning, Tokenization, Temperature Scaling, Embeddings, and Foundation Models. Gain insights into the training methodologies of generative AI models and dissect the Transformer architecture that powers them.Hands-On DeepSeek Prompting: Transition from theory to practice with hands-on sessions focused on DeepSeek prompting. Learn to craft prompts ranging from basic to advanced levels, enhancing your skills in software development life cycle (SDLC) processes and career advancement.DeepSeek Internals and Architecture: Explore the technical marvel that is DeepSeek. Study its architecture in detail, including innovative techniques like Mixture of Experts, Multi-Head Latent Attention, Multi-Token Prediction, Distillation, Chain-of-Thought (CoT), Group Relative Policy Optimization (GRPO), and FP8. These lectures are enriched with insights from leading AI research papers.Programmatic Access to DeepSeek: Learn how to integrate DeepSeek into your projects programmatically. Gain proficiency in accessing DeepSeek through APIs, utilizing platforms like Amazon Bedrock and LM studio. Engage with practical examples and compare API costs with services like OpenAI's ChatGPT, understanding DeepSeek's cost-effective advantages.Why Choose This Course?Comprehensive Curriculum: From basics to advanced topics, this course covers all essential aspects of DeepSeek and its applications in AI.Practical Application: Engage in hands-on exercises that bridge the gap between theoretical knowledge and real-world application.Expert Insights: Learn from content derived from cutting-edge AI research, ensuring you receive up-to-date and relevant information.Cost Efficiency: Understand how DeepSeek offers a competitive edge with its cost-effective solutions compared to other AI models.Don't miss this opportunity to elevate your understanding of DeepSeek and Generative AI. Enroll now to unlock a world of hands-on examples, in-depth architectural insights, and practical knowledge on implementing this groundbreaking AI technology.
