Part 2: Guardrails, research code, reading The post Things I Wish I Had Known Before Starting ML appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

A look at noise, consistency and broken legs The post The Machine, the Expert, and the Common Folks appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

As more publicly traded companies adopt the $MSTR Bitcoin treasury strategy, one may need to ask: is this truly sustainable, or just another bubble waiting to burst?

Mathematical intuition and practical considerations for NLP scenarios The post Demystifying Cosine Similarity appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Learn how to write informative technical articles The post How to Write Insightful Technical Articles appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

The key to successful ML projects isn't always more resources The post How to Design Machine Learning Experiments — the Right Way appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Stop guessing your statistical test. Let this AI do it for you. The post LangGraph + SciPy: Building an AI That Reads Documentation and Makes Decisions appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author.…

A walk-through of and the maths behind using low-capacity networks to acquire fine-grained scoring when only categorical labelling is available for training. We use it to predict the severity of an infection on a scale based on information on just rough outcomes…

Explaining Coconut (Training Large Language Models to Reason in a Continuous Latent Space) in simple terms The post Coconut: A Framework for Latent Reasoning in LLMs appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the…

A hands-on tutorial with Python and CasADi The post Model Predictive-Control Basics appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Since the way we manipulate high-dimensional vectors is primarily matrix multiplication, it isn’t a stretch to say it is the bedrock of the modern AI revolution. The post A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That? appeared…

Modular arithmetic is a mathematical system where numbers cycle back to the beginning after reaching a value called the modulus. The system is often referred to as “clock arithmetic” due to its similarity to how analog 12-hour clocks represent time. This…

Grab has embarked on a transformative journey to overhaul its enterprise data ecosystem, addressing challenges posed by the rapid growth of its business spanning across ride-hailing, food delivery, and financial services. With the increasing complexity of…

Water cooler small talk is a special kind of small talk, typically observed in office spaces around a water cooler. There, employees frequently share all kinds of corporate gossip, myths, legends, inaccurate scientific opinions, indiscreet personal anecdotes…

Rule-based matching for information extraction The post Mastering NLP with spaCy – Part 3 appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Create polished GUIs and data dashboards with this versatile library The post Building a Modern Dashboard with Python and Tkinter appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

What my internship taught me about the power of collaboration in data analysis. The post My Most Valuable Lesson as an Aspiring Data Analyst appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

How to integrate an optimisation algorithm in a FastAPI microservice and connect it with an AI workflow to automate production planning. The post AI Agents for Supply Chain Optimisation: Production Planning appeared first on Towards Data Science. Generated…

50 Shades of Direct Lake The post Everything You Need to Know About the New Power BI Storage Mode appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Accuracy alone doesn’t guarantee trustworthiness. Monotonicity ensures predictions align with common sense and business rules. The post Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning appeared first on Towards Data Science.…