From Pip to UV: A Modern Take on Python Project Management (Part 1)
Author(s): Harshit Kandoi Originally published on Towards AI. Image by Author Package management has always been one of the most boring parts of coding, and often a frustrating part of Python development. Whether writing up a quick script or maintaining a real-world …
Revolutionizing Project Management with AI Agents and LangGraph
Author(s): Yotam Braun Originally published on Towards AI. “Being A Project Manager Sucks, But Why: A day in the life of a project manager revolves around task statuses, time entries, scattered files, and never-ending chats. More often than not, they are seen …
Boost Your Data Science, ML, and CV Projects: Essential Tools for Effective Project Management
Author(s): Chinmay Bhalerao Originally published on Towards AI. Make your builds and projects faster with these tools Photo by Eden Constantino on Unsplash ML or data science projects are very huge to build as they contain many types of files and many …
Project Management Techniques
Author(s): Rajesh Verma Waterfall, Agile, CRISP-DM, and hybrid approaches. Continue reading on Towards AI » Published via Towards AI …
Emerging Careers in AI Project Management
Author(s): Rajesh Verma Content Writer, Data Science Product Manager & AI Operations Continue reading on Towards AI » Published via Towards AI …
The 4 P’s of Data Science Project Management
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Plan, Prepare, Produce, and Publish your data science project Image Source: Pexels “By failing to prepare, you are preparing to fail” — Benjamin Franklin This article will discuss the 4 P’s of …
From Spark to Strategy: How I Approach Brainstorming and Planning AI Projects
Author(s): Elangoraj Thiruppandiaraj Originally published on Towards AI. Introduction: The Problem With AI Ideas As a Data Scientist, I often find that every second person I talk to has a potential AI use case in mind. I get questions like: Can AI …
Prompt Engineering Mastery: Optimizing LLM Performance Through Iterative Prompt Management
Author(s): Rajarshi Tarafdar Originally published on Towards AI. The introduction of large language models (LLMs) has truly transformed AI usage from customer service automation to content creation. The performance of these models is heavily reliant on the interaction with the system, and …
11 Docker Container Images for Generative AI & ML Projects
Author(s): Youssef Hosni Originally published on Towards AI. Docker containers offer significant advantages for machine learning by ensuring consistent, portable, and reproducible environments across different systems. By encapsulating all dependencies, libraries, and configurations in a container, Docker eliminates compatibility issues and the …
Memory Management Strategies and Tools for AI Chatbots and Agents
Author(s): Mehdi Zare Originally published on Towards AI. Building an AI chatbot that can hold a meaningful conversation over time isn’t just about choosing a powerful language model — it’s also about giving it a memory. As a data scientist transitioning into …
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