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Machine Learning
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Machine Learning
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Declarative and Imperative Prompt Engineering for Generative AI
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-25 |
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Read time: 9 min read
Conceptual overview and practical considerations
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What Is a Query Folding in Power BI and Why should You Care?
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Category: DATA ANALYSIS
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Date: 2025-07-25 |
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Read time: 21 min read
βWill that break a query folding?β βDoes your query fold?ββ¦ Maybe someone asked you thoseβ¦
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How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model β Insights and Lessons Learned
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-25 |
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Read time: 24 min read
A hands-on journey exploring fine-tuning techniques that unlock the power of small vision models.
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When 50/50 Isnβt Optimal: Debunking Even Rebalancing
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Category: MACHINE LEARNING
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Date: 2025-07-24 |
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Read time: 7 min read
A new theory of class imbalance demonstrates that the optimal training imbalance in a binaryβ¦
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Getting AI Discovery Right
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-24 |
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Read time: 17 min read
A guide to ideating, validating, and prioritizing your AI use cases
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How Do Grayscale Images Affect Visual Anomaly Detection?
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Category: COMPUTER VISION
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Date: 2025-07-24 |
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Read time: 7 min read
A practical exploration focusing on performance and speed
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Optimize for Impact: How to Stay Ahead of Gen AI and Thrive as a Data Scientist
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Category: DATA SCIENCE
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Date: 2025-07-24 |
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Read time: 13 min read
The data scientists who survive wonβt be the ones who code better than ChatGPTβtheyβll beβ¦
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Automating Ticket Creation in Jira With the OpenAI Agents SDK: A Step-by-Step Guide
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-24 |
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Read time: 16 min read
Learn how to create AI Agents using the OpenAI Agents SDK to automate Jira ticketβ¦
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LLMs Continue to Evolve. So Should Your Skill Set.
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Category: THE VARIABLE
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Date: 2025-07-24 |
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Read time: 3 min read
This week, we highlight three articles that focus on emerging topics and techniques around largeβ¦
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The Beauty of Space-Filling Curves: Understanding the Hilbert Curve
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Category: MATH
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Date: 2025-09-07 |
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Read time: 17 min read
A quick journey from theory to implementation and application
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Preventing Context Overload: Controlled Neo4j MCP Cypher Responses for LLMs
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Category: AGENTIC AI
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Date: 2025-09-07 |
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Read time: 4 min read
How timeouts, truncation, and result sanitization keep Cypher outputs LLM-ready
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Why BI in the AI Age
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Category: SPONSORED CONTENT
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Date: 2025-07-24 |
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Read time: 9 min read
An argument for human-led analysis (at least for now)
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Multi-head Attention is a Fancy Addition Machine
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Category: MACHINE LEARNING
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Date: 2025-07-24 |
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Read time: 8 min read
βAttention is All you Needβ showed attention as a sequence of multiplicative and concat operationsβ¦
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How Not to Mislead with Your Data-Driven Story
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Category: DATA SCIENCE
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Date: 2025-07-23 |
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Read time: 22 min read
Data storytelling can enlightenβbut it can also deceive. When persuasive narratives meet biased framing, cherry-pickedβ¦
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Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-23 |
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Read time: 11 min read
Building a tool to interactively visualize the forward pass of any Pytorch model from withinβ¦
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NumPy API on a GPU?
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Category: PROGRAMMING
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Date: 2025-07-22 |
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Read time: 17 min read
Itβs here already from Nvidia and itβs called cuNumeric.
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Things I Wish I Had Known Before Starting ML
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Category: MACHINE LEARNING
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Date: 2025-07-22 |
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Read time: 9 min read
Part 1: Data, Sales Pitches, Bugs, and Breakthroughs
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A Well-Designed Experiment Can Teach You More Than a Time Machine!
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Category: DATA SCIENCE
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Date: 2025-07-22 |
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Read time: 7 min read
How experimentation is more powerful than knowing counterfactuals
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From Rules to Relationships: How Machines Are Learning to Understand Each Other
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Category: MACHINE LEARNING
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Date: 2025-07-22 |
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Read time: 6 min read
Using knowledge graphs to handle the unexpected in semantic communication
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What Optimization Terminologies for Linear Programming Really Mean
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Category: DATA SCIENCE
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Date: 2025-07-22 |
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Read time: 11 min read
Understanding the duality of optimization problem, primal to dual conversion, and the optimality conditions forβ¦
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