
How Did AI Come This Far? (LLMs, AI Agents, RAG) | Ep9
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Curious about AI but overwhelmed by the jargon? This episode of the Data Neighbor Podcast breaks down the evolution of artificial intelligence in a way anyone can understand! Join us as we chat with Karan Singh, a senior software engineer at Salesforce, to explore AI's journey from rule-based systems to generative AI like ChatGPT and large language models (LLMs). We also talked about whether AI can (or cannot) reason and why they're perceived to be intelligent.
We cover:
The history of AI and how it evolved into tools like ChatGPT.
Can LLMs reason?
Why LLMs and AI Agents are revolutionary and how they’re used today.
The future of AI, including AGI (Artificial General Intelligence) and how it could reshape jobs.
Practical advice for breaking into the AI field - whether you’re technical or not!
Whether you're a beginner in tech or just curious about where AI is headed, this episode is your crash course to understanding it all—simplified, engaging, and insightful.
Chapters:
0:00 Introduction
0:51 Meet Karan
3:55 From India to Silicon Valley
9:29 The Power of Networking
12:16 Evolution of AI and LLMs
19:25 Understanding Neural Networks and LLMs
21:46: AI Agents and Why They're Revolutionary?
30:20: Can LLMs Reason?
32:00 Challenges and Future of AI
39:57 How to Get Started in AI
Connect with Karan: linkedin.openinapp.co/whh2h
Connect with Hai, Sravya, and Shane (let us know YouTube sent you!):
Hai Guan : linkedin.openinapp.co/4qi1r
Sravya Madipalli : linkedin.openinapp.co/9be8c
Shane Butler : linkedin.openinapp.co/b02fe
If you need personalized advice in your data career, send us a message on LinkedIn or post a comment below!
#ArtificialIntelligence #AI #ChatGPT #GenerativeAI #MachineLearning #DataScience #TechPodcast #futureofwork
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The Data Neighbor Podcast: Your go-to destination for exploring the world of data analytics and data science. We cover everything from data analyst roadmap 2024 and data science roadmap 2024 to sql projects for data analyst and measurable data. Dive into insights on btech ai and data science, data science and ai course, and foundation of data science. Learn practical tips on sql queries in dbms, sql full course, excel, and python data science. Explore answers to essential questions like what is a data science, data science is, what does data science do, and what a data scientist do. Discover the differences between data science vs data analytics and data analytics vs data science or even data science vs data analyst. Hear inspiring data analyst success stories and strategies for job search 2024, including job vacancy 2024, how to search job, and job search strategies. Gain perspectives from industry leaders on meta data science, machine learning engineer podcast, senior data scientist, and data science manager roles. We explore career paths, including thriving at FAANG and tech jobs. This podcast also features actionable advice on data structure, support to data engineer, and creating compelling data visualizations podcast content. Plus, discover how to navigate how to become a data science or how to become a data scientist. Perfect for students, professionals, and anyone passionate about shaping the future of data.
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