Tech With Tim·1yHow I'd Learn ML/AI FAST If I Had to Start Over
Advocates a strategic approach to learning AI and ML swiftly in the rapidly evolving landscape of 2025. Emphasizes the importance of critical thinking and practical coding skills, particularly in Python, for effective AI/ML projects. Encourages data literacy as foundational and promotes hands-on experience with AI models, APIs, and machine learning techniques before transitioning into advanced concepts like LLMs and AI agents.
Tech With Tim·1yHow To Automate Your Finances with Python - Full Tutorial (Pandas, Streamlit, Plotly & More)
The post provides a step-by-step tutorial for building a personal finance automation tool using Python with libraries such as Pandas, Streamlit, and Plotly. The tool can upload bank statements in CSV format, categorize transactions, and summarize expenses using visualizations. It also explains how to convert bank statements into a format conducive to analysis and the importance of utilizing structured, project-based learning resources like Data Camp for Python and finance fundamentals.
Tech With Tim·1yBuild Anything With a CUSTOM MCP Server - Python Tutorial
Learn to build a custom MCP server in Python and connect it to an AI agent. The tutorial walks through the process step-by-step, from installing necessary packages like UV to setting up the MCP Python SDK. The guide provides clear instructions on making tools and resources accessible to AI agents, including writing, reading, and summarizing notes with code examples. Additionally covers debugging, integrating with Claude desktop, and highlights the versatility of MCP servers.
Tech With Tim·1yHow to Build a Discord Bot With Python - Full Tutorial 2025+
Learn how to build a custom Discord bot using Python in about 100 lines of code. This guide walks you through setting up the bot, connecting to Discord, obtaining tokens, and implementing various functionalities like responding to events, handling commands, assigning roles, and creating polls. The tutorial uses `discord.py` and covers both basic and some advanced features with code examples.
Tech With Tim·1yStop Using Pip - This New Tool is 100x Faster (UV Tutorial)
Discover UV, a Python package and project manager that outperforms pip by being almost 100 times faster in some scenarios. With UV, you can manage virtual environments, install dependencies, and handle multiple Python versions with ease. The tool leverages Rust for enhanced speed and provides a more efficient workflow for Python developers. Learn to install and run UV, handle dependencies, and manage your Python projects effortlessly.