Machine Learning Youtuber Umar Jamil, His channel has some of the top technical explanations on technical topics related to Gen AI with over 50k followers. Follow/Connect: Umar LinkedIn: https://www.linkedin.com/in/ujamil/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:54 Umar's YouTube Channel 06:10 Umar's Data Science Journey 11:30 Show Your Work 16:35 Pre-Training 20:19 Research Without a PhD 22:22 Lessons Learned as a Research Scientist 23:41 Advice for T...
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Machine Learning Youtuber Umar Jamil, His channel has some of the top technical explanations on technical topics related to Gen AI with over 50k followers. Follow/Connect: Umar LinkedIn: https://www.linkedin.com/in/ujamil/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:54 Umar's YouTube Channel 06:10 Umar's Data Science Journey 11:30 Show Your Work 16:35 Pre-Training 20:19 Research Without a PhD 22:22 Lessons Learned as a Research Scientist 23:41 Advice for T...
Raza Habib: Humanloop, LLM and Prompting, Gen AI Performace - AI Portfolio Podcast
AI Portfolio Podcast
1 hour 31 minutes
10 months ago
Raza Habib: Humanloop, LLM and Prompting, Gen AI Performace - AI Portfolio Podcast
Dr. Raza Habib, CEO of HumanLoop, discussing the complexities of large language model (LLM) deployment, monitoring, and evaluation. Follow/Connect: Raza Linkedin: https://www.linkedin.com/in/humanloop-raza/ Mark LinkedIn: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 02:19 Humanloop 06:08 Prompt Management 13:26 LLM System 17:57 AI Guardrails 22:32 Workflow 27:14 User Generated Hyperparameters 31:30 LLM Routing 34:20 Prompt Engineering 38:22 Data Poisoning 45:17 Latency in LL...
AI Portfolio Podcast
Machine Learning Youtuber Umar Jamil, His channel has some of the top technical explanations on technical topics related to Gen AI with over 50k followers. Follow/Connect: Umar LinkedIn: https://www.linkedin.com/in/ujamil/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:54 Umar's YouTube Channel 06:10 Umar's Data Science Journey 11:30 Show Your Work 16:35 Pre-Training 20:19 Research Without a PhD 22:22 Lessons Learned as a Research Scientist 23:41 Advice for T...
