DeepSeek AI: Unlocking the Future of Intelligent Applications
Course Information
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Overview
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Learning Outcomes
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Who Should Attend
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Testimonials
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Trainer's Profile
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Course Outline
In today's rapidly evolving technological landscape, staying ahead means embracing cutting-edge innovations. DeepSeek AI, an emerging leader in artificial intelligence, offers transformative solutions that are not only advanced but also cost-effective. This course is designed to introduce professionals to the unparalleled capabilities of DeepSeek AI, demonstrating how it can be seamlessly integrated across various industries to drive efficiency, innovation, and growth.
Upon completion of the course, learners will be able to:
- Discover DeepSeek AI's Unique Approach: Gain insights into DeepSeek AI's mission and its commitment to making AI accessible through open-source models.
- Explore Flagship Models: Understand the features and applications of DeepSeek-V3 and DeepSeek-R1, and how they stand out in the AI landscape.
- Ensure Data Privacy with Local Deployment: Learn how to implement DeepSeek AI locally to maintain data control, utilizing platforms like Ollama and Private LLM.
- Apply AI Across Industries: Identify practical applications of DeepSeek AI in digital marketing, policy-making, administration, and education.
- Master Fine-Tuning Techniques: Acquire skills to customize DeepSeek AI models for specific tasks, enhancing performance and outcomes.
This course is ideal for:
- Digital Marketers: Professionals aiming to leverage AI for content creation, personalized marketing strategies, and SEO optimization.
- Policy Makers and Administrative Managers: Individuals seeking to utilize AI for data analysis, report automation, and informed decision-making processes.
- Educators: Teachers and academic administrators interested in integrating AI to develop learning materials, provide personalized feedback, and enhance multilingual education.
"Trainer was knowledgeable about the subject and he was open to sharing his experience in using AI tools.
"He shows useful use-cases so that we can have an idea on how to utilise DeepSeek."
"Know his stuff and able to show examples where questions are asked."
Melvyn Tan: AI Strategist and Business Transformation Expert
Melvyn Tan is a distinguished business strategist and trainer with over 20 years of experience, specializing in integrating AI tools into strategic planning, content creation, and process optimization. Having worked with more than 370 organizations, including Steinway Gallery Singapore, Yeo’s, Citigroup, and Temasek Polytechnic, Melvyn is renowned for empowering businesses to craft strategic roadmaps that drive sustainable growth, improve efficiency, and enhance profitability. By leveraging cutting-edge AI tools, he has helped organizations automate repetitive tasks, elevate content quality, and streamline workflows, saving valuable time and resources.
In addition to his consulting work, Melvyn has developed and conducted comprehensive training programs since 2018, focusing on digital and content strategies. These include the Professional Certificate in Video Storytelling Using Smartphone, Leveraging TikTok Marketing to Boost Your Branding, and Video Editing for Executives. His expertise extends to bespoke training programs on digital tools like podcasting, vlogging, and virtual meeting platforms, tailored for leading Singapore agencies. Notably, in 2022, Melvyn demonstrated his innovative prowess by designing over 100 AI-driven prompts for crafting video scripts, headlines, blogs, and social media posts, revolutionizing content creation processes.
Melvyn holds a Bachelor in Business (Applied Economics) and a Master of Business with a specialization in Total Factor Productivity from Nanyang Technological University, where he was awarded the prestigious Nanyang Scholarship. His dynamic training style and actionable insights equip organizations and individuals to harness AI’s transformative power, positioning them for competitive success in the digital era.
Part 1: Introduction to DeepSeek AI
Overview of DeepSeek AI
- Discover DeepSeek AI, a pioneering Chinese AI company founded in 2023, dedicated to democratizing artificial intelligence through accessible, open-source models.
Comparison with Leading AI Models
- Explore how DeepSeek's models measure up against industry leaders like OpenAI's ChatGPT, focusing on performance metrics and cost-effectiveness.
Innovative Training Methodologies
- Delve into DeepSeek's unique training approaches, including "test-time scaling" and "inference-time computing," and their focus on joint vision and language pretraining to enhance multimodal capabilities.
Part 2: DeepSeek's Flagship Models: V3 and R1
DeepSeek-V3: The Versatile Generalist
- Learn about V3's architecture and its applications in text generation, translation, and question-answering.
DeepSeek-R1: The Specialist in Reasoning
- Examine R1's design tailored for advanced reasoning and problem-solving, highlighting its exceptional performance on reasoning benchmarks.
Architectural Innovations
- Understand the Mixture-of-Experts (MoE) architecture for efficient parameter utilization and Multi-head Latent Attention (MLA) for enhanced inference efficiency.
Part 3: Ensuring Data Privacy with Local Deployment of DeepSeek AI
Addressing Data Security Concerns
- Acknowledge common apprehensions related to data storage with AI solutions and the importance of maintaining data privacy.
Benefits of Local Deployment
- Discover the advantages of running DeepSeek AI models on local hardware, ensuring complete control over sensitive information and compliance with data protection regulations.
Practical Implementation Strategies
Introduction to User-Friendly Platforms
- Ollama: A platform that simplifies running large language models on local machines, offering a curated model library and cross-platform compatibility.
- Private LLM: Enables the operation of LLMs in secure, private environments, ensuring data remains within the organization's infrastructure.
Step-by-Step Deployment Guide
- Guidance on installation, model download, and configuration processes to optimize performance and ensure security.
Hands-On Demonstration
- Live setup of DeepSeek AI on a local machine using one of the recommended platforms, highlighting best practices for maintaining data privacy and system security during deployment.
Overcoming Potential Challenges
- Discussion on common obstacles in local deployment, such as hardware requirements and troubleshooting tips, with solutions and resources for ongoing support and learning.
Part 4: Practical Applications of DeepSeek AI
Digital Marketing
- Enhance content creation, personalized marketing, and SEO optimization using DeepSeek AI, with case studies on AI-powered social media strategies.
Policy Making and Administration
- Automate data analysis and report generation for strategic decision-making, utilizing AI for risk assessment and policy optimization.
Education
- Develop intelligent learning materials and personalized feedback systems, enhancing multilingual education with AI-powered translation.
Interactive Hands-On Activity
- Participants will apply DeepSeek AI in their respective fields to create relevant materials, such as marketing content, policy briefs, or educational resources.
Part 5: Fine-Tuning DeepSeek AI for Optimal Performance
Understanding Fine-Tuning
- Learn about the concept of fine-tuning AI models for specific tasks and its impact on performance.
Advanced Fine-Tuning Techniques
- Explore techniques such as Supervised Fine-Tuning (SFT) and Reinforcement Learning (RL), and the application of Chain-of-Thought reasoning to enhance AI-generated results.
