Managing an AI developer: Lessons Learned from SMOL AI — Part 1
Author(s): Meir Kanevskiy Originally published on Towards AI. Source: Image by DALL-E One of the most interesting ramifications of the recent breakthroughs, specifically in large language models, is the potential for building automated agents capable of fulfilling work projects using these models. …
10 Biggest Mistakes in Machine Learning and How to Avoid Them
Author(s): Nick Minaie, PhD Originally published on Towards AI. Your Guide to Becoming a Better Data Scientist Machine learning has revolutionized various industries by enabling computers to learn from data and make intelligent decisions. However, in the journey of building machine learning …
31 Questions that Shape Fortune 500 ML Strategy
Author(s): Anirudh Mehta Originally published on Towards AI. Source: Image by the author. In May 2021, Khalid Salama, Jarek Kazmierczak, and Donna Schut from Google published a white paper titled “Practitioners Guide to MLOps”. The white paper goes into great depth on …
When Serverless is Not Enough
Author(s): Sai Teja Gangapuram Originally published on Towards AI. a Hybrid Approach to Handle Heavy Workloads in Google Cloud: Leveraging the Scalability of Serverless Services and the Power of Compute Engine to Ensure Optimal Resource Utilization and Cost Efficiency GCP Compute When …
Different Types of Memory
Author(s): Sai Teja Gangapuram Originally published on Towards AI. LangChain DeepDive — Memory U+007C The Key to Intelligent Conversations Discover the intricacies of LangChain’s memory types and their impact on AI conversations and an example to showcase the impact. image by author …
6 Cutting-Edge AI Technologies Shaping the Future of Work
Author(s): Wagner Franchin Originally published on Towards AI. Unveiling the AI Revolution Photo by Maximalfocus on Unsplash This comprehensive overview highlights six cutting-edge technologies that are shaping the future of work. TL;DV simplifies meeting management with transcription, summarization, and enhanced features. Decktopus …
MLOps: Build and Deploy First Machine Learning Application with Kubernetes
Author(s): Maria Zorkaltseva Originally published on Towards AI. This tutorial will walk through the process of building and deploying a machine learning application using Kubernetes — an open-source platform for automating deployment, scaling, and management of containerized applications. The tutorial covers a …
Building Domain-Specific Custom LLM Models: Harnessing the Power of Open Source Foundation Models
Author(s): Sriram Parthasarathy Originally published on Towards AI. The transformative potential of training large LLMs with domain-specific data. With AI on a private cloud, organizations can ensure that everything, including custom Language Models (LLMs), remains within their secure cloud environment, preserving data …
This AI newsletter is all you need #47
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week AI progress continued down dual paths with significant advancements in open-source models together with developments at companies like Anthropic, Google, and Meta …
Uncovering the Dark Side of AI: Why Our Intelligent Systems Are More Vulnerable Than We Think
Author(s): Christian Kruschel Originally published on Towards AI. Artificial Intelligence (AI) has rapidly advanced in recent years and found extensive applications in many fields. These intelligent systems have remarkable capabilities to solve complex problems, improve efficiency, and achieve superior performance. However, they …
Popular posts
Updates
Recent Posts
