Data Science Dojo

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動画数:589件

Pre-Training LLMs on Personal Computers

Pre-Training LLMs on Personal Computers

Imagine having the power to train your own AI model, right on your personal computer! While large language models like ChatGPT and Llama 2 are making waves, the idea of creating one yourself might seem out of reach. This webinar cuts through the complexity, showing you how to train scaled-down versions of these powerful models using nothing more than a personal computer fitted with Apple’s groundbreaking M series processor. Dr. Dongming Sun, Ex-Head of Data Science and Machine Learning at KeyBank, offers a unique perspective from within the financial services sector on the tangible benefits of gaining firsthand experience in model pre-training. Takeaways: • Learn why hands-on experience with pre-training large language models is crucial • Discover how to train your own language models on a personal computer • Understand how to train Llama 2 models using a MacBook with an M series processor
2024年08月29日
00:00:00 - 00:00:00
Hybrid Chatbots: Merging LLMs and Classification Models

Hybrid Chatbots: Merging LLMs and Classification Models

Frustrated with clunky chatbots that struggle with natural conversation? A new wave of chatbots is on the horizon, designed for engaging, natural interactions – just like talking to a real person! Join us for a live webinar to explore the power of hybrid conversational bots. Meet Gaurava Srivastava, Principal Engineer at Oracle Cloud Infrastructure, as he explores innovative solutions that integrate Large Language Models and classification models to enhance your bot experience. Key Takeaways: 🔹 Discover the benefits of combining LLMs and classification models for seamless conversational experiences 🔹 Learn how to accelerate bot development and bring solutions to market faster with the hybrid approach 🔹 Explore strategies to optimize resource utilization, reduce latency, and manage computational costs 🔹See real-world applications of hybrid chatbots in sectors like customer service and healthcare 🔹Uncover how the hybrid approach enhances bot accuracy and fosters more natural, engaging conversations
2024年08月22日
00:00:00 - 00:00:00
Sora: Exploring Ethics, AI, and Personalization

Sora: Exploring Ethics, AI, and Personalization

Have you ever imagined a video experience that adapts to your mood, preferences, and viewing habits? Artificial Intelligence (AI) is rapidly transforming the world of video, and its impact extends far beyond special effects. This informative webinar led by Leonard Rodman, delves into the exciting advancements in AI-powered video, exploring how it is revolutionizing both content creation and consumption. Here's what you will gain from attending this session: • Learn how AI can streamline production processes and fuels new creative possibilities • Discover how AI can tailor video recommendations and experiences to your individual preferences, keeping you engaged and entertained for longer • Explore the complexities surrounding deepfakes and other AI-generated content • Witness live demonstrations of user-friendly tools like Sora
2024年08月01日
00:00:00 - 00:00:00
AI for Product Managers: Practical Tools and Insights

AI for Product Managers: Practical Tools and Insights

Imagine being able to predict user needs before they even arise. Intrigued? This webinar delves into how Artificial Intelligence can be your ultimate product management partner. Move beyond the fear of AI replacing your role and join Francesco Corti, Principal Product Manager at Docker, as he explores how AI tools like ChatGPT and Arro can serve as powerful extensions of your capabilities. He'll explore practical applications that allow you to anticipate user needs, streamline workflows, and fuel groundbreaking innovation. Through real-life examples and hands-on demonstrations, you'll gain actionable strategies for integrating AI into your product management tasks. Key takeaways from this talk: • Understand how AI is making the roles and tasks of Product Managers more efficient • Observe firsthand how AI tools such as ChatGPT and Arro can be applied practically to improve Product Management • Discuss the implications of AI advancements on job security and the future landscape for Product Managers
2024年07月25日
00:00:00 - 00:00:00
Mastering Data Science: The Impact of LLMs

Mastering Data Science: The Impact of LLMs

As technology progresses, the synergy between foundational data science principles and the capabilities of LLMs grows increasingly significant. This live session aims to spotlight the essential skills data scientists require to adapt and excel amidst these evolving dynamics. Through practical demonstrations, Srik Gorthy, Senior Data Scientist at Bytedance Inc., will underscore the enduring relevance of data science fundamentals and elucidate the symbiotic relationship between traditional data science skills and the innovative applications of large language models, unveiling their combined influence on shaping the future of this field. Takeaways: 🔹Learn how LLMs are changing data science and why data science is still essential 🔹Identify which data science skills are becoming crucial in the LLM era 🔹Understand how combining data science techniques with LLMs can enhance your strategic planning 🔹Discover which tasks LLMs can automate and which ones they can’t, through practical examples
2024年07月18日
00:00:00 - 00:00:00
Large Language Models Bootcamp- Information Session

Large Language Models Bootcamp- Information Session

🚀Transform your data strategies with our upcoming Large Language Models Bootcamp! Join us for an engaging information session where we unveil the exciting details of our upcoming 5-day in-person Bootcamp. ➡ What to Expect During the Information Session: • Overview of the bootcamp structure and agenda. • In-depth exploration of the core topics covered. • Insight into hands-on projects and real-world applications. • Meet the expert trainers and learn about their experiences. ➡ Who Should Attend? Whether you're an AI enthusiast, a tech professional, a creative thinker, or simply someone eager to explore the possibilities of large language models, this event is tailored for you. We look forward to meeting you!
2024年07月12日
00:00:00 - 00:00:00
Tokenization in NLP: From Basics to Advanced Techniques

Tokenization in NLP: From Basics to Advanced Techniques

Tokenization stands at the forefront of teaching machines to interpret human language. It's the critical step that allows algorithms to navigate the intricacies of our communication. In our upcoming live talk, Suman Debnath, Principal Developer Advocate for Machine Learning at Amazon Web Services, will dive deep into this foundational element, sharing how it enables machines to decode and process human speech through the lens of natural language processing (NLP). Explore vital processes that bridge human communication with artificial intelligence, enhancing your understanding of NLP's foundational techniques and their implications for the future of technology. Key Takeaways: 🔹 Understand tokenization's impact on language models 🔹 Learn text splitting for deeper analysis 🔹 Explore Byte Pair Encoding's efficiency 🔹 Discover sliding windows for better training data 🔹 Learn about converting tokens into vectors
2024年06月27日
00:00:00 - 00:00:00
LLM BOOTCAMP AUGUST LAUNCH VIDEO

LLM BOOTCAMP AUGUST LAUNCH VIDEO

Missed this cohort? No worries! We've got you covered. Join us again this August 19th - 23rd for the LLM Bootcamp. Dive into the world of large language models with expert guidance. Mark your calendars and visit here for more details! ▶️ https://datasciencedojo.com/bootcamps/large-language-models-bootcamp/?utm_campaign=Social%20Media%20Marketing%202024&utm_source=youtube&utm_medium=social&utm_term=Video&utm_content=August%20Launch%20Video #LLMBootcamp #LLMDojo #LLM #Bootcamp #LargeLanguageModels #DataScience #Data #AI #generativeai
2024年06月24日
00:00:00 - 00:00:38
Future of Data & AI: Your Pathway to Becoming a Data Master (Even Without Coding!)

Future of Data & AI: Your Pathway to Becoming a Data Master (Even Without Coding!)

Feeling lost in the AI & Data world? This reel breaks down key insights from Muazma Zahid, a data & AI Leader at Microsoft, on how YOU can become a data pro, even without a coding background! Watch the full video on YouTube here ➡️ https://youtu.be/Z6pM_uUeKwk Ready to take action? Enroll in our exclusive 5-day LLM Bootcamp - offered online AND in-person! ➡️ https://hubs.la/Q02CCL-Y0 We'll guide you through the exciting world of data & AI, no coding experience required! Join our Discord learners community to stay up-to-date on the latest AI and data industry update ➡️ https://hubs.la/Q02CDm330 #NoCode #DataScience #ML #LLMBootcamp #datascience #learning #data #technology #LLMs #largelanguagemodel #ML #career #industry
2024年06月21日
00:00:00 - 00:00:59
The future of AI: LLMs, AGI, and beyond - What we need to know! (part 2)

The future of AI: LLMs, AGI, and beyond - What we need to know! (part 2)

Welcome to our premier podcast series, Future of Data and AI! About the Podcast: Throughout history, we've chased the extraordinary. Today, the spotlight is on AI—a game-changer, redefining human potential, augmenting our capabilities and fueling creativity. Curious about AI and how it is reshaping the world? You're right where you need to be. Our podcast dives deep into the trends and developments in AI and technology, weaving together the past, present and future. We will explore the profound impact of AI on the society, through the lens of the most brilliant and inspiring minds in the industry. About the Episode: This episode features an engaging discussion between Raja Iqbal, Founder and CEO of Data Science Dojo, and Bob van Luijt, Co-founder and CEO of Weaviate, a prominent open-source vector database in the industry. Raja and Bob trace the evolution of AI over the years, the current LLM landscape and its outlook for the future. They further dive deep into various LLM concepts such as RAG, fine-tuning, challenges in enterprise adoption, vector search, context windows, potential of SLMs, generative feedback loop, and more. Lastly, Raja and Bob explore Artificial General Intelligence (AGI) and whether it could be a reality in the near future. This episode is a must watch for anyone interested in a comprehensive outlook at the current state and future trajectory of AI. About the Guest: Bob van Luijt is the co-founder and CEO of Weaviate—a real-time vector database that can help you build and scale AI applications. At just 15 years of age, Bob started his own software company. He went on to study music at ArtEZ University of the Arts and Berklee College of Music, and completed the Harvard Business School Program of Management Excellence. Bob is also a TEDx speaker, exploring the fascinating relationship between software and language. Table of Contents: 00:00:00 - Introduction 00:00:29 - Current LLM landscape 00:02:12 - Evolution of Generative AI and its future outlook 00:11:25 - Small Language Models 00:12:15 - The interrelation between art, science, engineering and design 00:15:23 - GPU vs. CPU 00:17:43 - Context windows - Are bigger context windows always better? 00:21:01 - Artificial General Intelligence (AGI) 00:33:37 - Enterprise adoption risks and challenges with RAG and fine-tuning based solutions 00:37:31 - Generative feedback loop in vector databases 00:39:58 - Vector search as a feature vs. AI-native applications 00:44:31 - Uncanny valley --- At Data Science Dojo, we believe data science is for everyone. Our in-person data science and LLM trainings has been attended by more than 8000+ employees from over 3000+ companies globally, including many leaders in tech like Microsoft, Apple, and Facebook, and we have a community of 900K+ members from all over the world. Subscribe to our podcast to stay tuned for updates: https://hubs.la/Q02z75lx0 Learn more about Data Science Dojo here: https://hubs.la/Q02zLvgY0 Learn to build your own custom Large Language Model Applications here: https://hubs.la/Q02zLsC50 Explore our education content including webinars and tutorials here: https://hubs.la/Q02zLw_70 Subscribe to our LinkedIn Newsletter to stay updated with advancements in AI: https://www.linkedin.com/newsletters/7081679689424977920/?displayConfirmation=true Connect with Us: https://www.linkedin.com/company/data-science-dojo Follow Us: https://twitter.com/DataScienceDojo and https://www.instagram.com/data_science_dojo/ Like Us: https://www.facebook.com/datasciencedojo/ Join our Community: https://discord.gg/Mvue8Cqd --- #generativeai #ai #artificialintelligence #artificialgeneralintelligence #llm #largelanguagemodels #datascience #dataengineering #machinelearning #vectorsearch #vectorembeddings #vectordatabases #technology #career #startup #aistartup #entrepreneur #entrepreneurship #aiinbusiness #podcast #ai #artificial intelligence #generative ai #llm #large language models #AGI #vector search #vector embeddings #vector database #entrepreneurship #aibusiness #startup #startup success #machine learning #data science #technology #podcast
2024年06月19日
00:00:00 - 00:48:34