Towards Data Science

There is no doubt that breaking down complex tasks into smaller, manageable subtasks is helpful for any kind of problem solving. This is also true for IT systems that digitalize our business processes. 'No, You Don’t Need a New Microservices Architecture' by Bernd Wessely #DataScience #SoftwareEngineering

🔧 Ready to dive into full-stack AI development? Minda Myers's article guides participants through setting up Amazon Web Services (AWS) infrastructure and creating custom AI features. Check it out now. #GenAI #AWS

Just released a fresh article on Least Squares Regression on Towards Data Science! 🌟 This is often one of the first regression methods people learn, and it's crucial for understanding core regression concepts. Featuring clear visuals to demystify matrix computations - because mastering the fundamentals should be engaging! 🎨 We start with the essentials: - Ordinary Least Squares (OLS) 📈 - Ridge Regression 🏔️ Perfect for beginners and refreshers alike, I break down these key algorithms and their matrix math with easy-to-follow code examples. Check it out to solidify your regression foundation! Happy learning! 📚📊 #DataScience #MachineLearning #LeastSquares #Regression #LinearRegression #RidgeRegression #DataAnalysis #MatrixComputation #BeginnersGuide

Javier Marin combines physics-inspired mathematics and neural circuits to shed light on AI’s inner workings. Explore how these insights could help us better understand and design advanced AI systems. #MachineLearning #GenAI

"Synthetic data serves many purposes, and has been gathering attention for a while, partly due to the convincing capabilities of LLMs. But what is «good» synthetic data, and how can we know we managed to generate it?" 'Evaluating synthetic data' by Aymeric Floyrac | #ML #NeuralNetworks

What are the advantages and disadvantages of Fuzzy Logic? And what are the Differences between Fuzzy Logic, Regular Logic, and other Logic Systems? 🤔 Learn more from Niklas Lang now!

Learn how to deploy your LLM agent with a complete, extendable template. Youness MANSAR walks you through every step, from agent creation with LangGraph and Fireworks AI to a user-friendly UI in FastAPI. #LangChain #LLM

Discover how to convert vector elevation lines into raster grids and bring them to life with the LEGO Group. In this latest article, Milan Janosov walks you through rasterizing vector data in Python for unique, tactile maps. #DataScience #Programming

Jarom Hulet shares 8 strategies he used (and you can too) on his journey to data science. #DataScience

Robin von Malottki takes you on a journey through the creation of a network chart using Tableau, focusing specifically on the structure of manager-employee relationships within an organization. #DataAnalytics #Tableau