Data Science Machine Learning Data Analysis
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Data Science Machine Learning Data Analysis
37.8K subscribers
Data Science Machine Learning Data Analysis
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Why Generative-AI Appsβ Quality Often Sucks and What to Do About It
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Category:
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Date: 2025-01-20 |
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Read time: 23 min read
How to get from PoCs to tested high-quality applications in production
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How Most Organizations Get Data Strategy Wrong β and How to Fix It
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-20 |
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Read time: 79 min read
Redefining Data Strategy to Drive Competitive Advantage with Data, Analytics and AI
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RAG Isnβt Immune to LLM Hallucination
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-20 |
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Read time: 11 min read
How to measure how much of your RAGβs output is correct
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Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough
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Category: MACHINE LEARNING
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Date: 2025-01-08 |
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Read time: 19 min read
With the help of an intricate geometric construction, we can prove that instance-wise cost functionsβ¦
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Linear Programming: Auxiliary Variables
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Category: DATA SCIENCE
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Date: 2025-01-08 |
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Read time: 15 min read
Part 5: Increasing LP flexibility to handle tricky logic
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Building Effective Metrics to Describe Users
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Category: ANALYTICS
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Date: 2025-01-08 |
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Read time: 4 min read
How can numerical user metrics be transformed into a personalized assessment of whether this behaviorβ¦
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Customizing Your Fine-tuning Code Using HuggingFaceβs Transformers Library
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Category:
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Date: 2025-01-08 |
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Read time: 8 min read
Examples of custom callbacks and custom fine-tuning code from different libraries
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How to Securely Connect Microsoft Fabric to Azure Databricks SQL API
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Category: DATA SECURITY
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Date: 2025-01-07 |
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Read time: 10 min read
Integration architecture focusing on security and access control
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Analyzing Health Surveys Made Easy with Functions in R
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Category:
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Date: 2025-01-07 |
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Read time: 9 min read
Solving the issue of having missing data in the variables for sampling design
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How to Create a Customized GenAI Video in 3 Simple Steps
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Category:
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Date: 2025-01-07 |
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Read time: 15 min read
Put a real-world object into fully AI-generated 4D scenes with minimal effort, so that itβ¦
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Airflow Data Intervals: A Deep Dive
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Category: DATA ENGINEERING
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Date: 2025-01-07 |
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Read time: 10 min read
Building idempotent and re-playable data pipelines
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All The SQL a Data Scientist Needs to Know
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Category: DATA SCIENCE
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Date: 2025-01-07 |
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Read time: 12 min read
What you need to know, best practices, and where you can practice your skills
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Easy Map Boundary Extraction with GeoPandas
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Category: DATA VISUALIZATION
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Date: 2025-01-07 |
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Read time: 8 min read
How to visualize country borders with Python
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The Build vs. Buy Dilemma for GenAI Applications
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Category: STRATEGY
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Date: 2025-01-07 |
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Read time: 6 min read
A strategic guide to build vs. buy for GenAI
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An Overview of Feature Selection
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Category: DATA SCIENCE
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Date: 2025-01-07 |
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Read time: 28 min read
With a presentation of a rarely used, highly effective method for establishing the predictive powerβ¦
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Encapsulation: A Software Engineering Concept Data Scientists Must Know To Succeed
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Category: CODING
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Date: 2025-01-06 |
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Read time: 13 min read
Simple concepts that differentiate a professional from amateurs
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In Defense of Statistical Significance
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Category: DATA SCIENCE
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Date: 2025-01-06 |
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Read time: 6 min read
We have to draw the line somewhere
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AI Agents Hype, Explained β What You Really Need to Know to Get Started
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Category: LARGE LANGUAGE MODELS
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Date: 2025-01-06 |
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Read time: 6 min read
Iβll set the record straight β AI Agents are not new but advanced. Learn howβ¦
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The State of Quantum Computing: Where Are We Today?
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Category: SCIENCE AND TECHNOLOGY
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Date: 2025-01-06 |
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Read time: 8 min read
And what we need to overcome
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Understanding the Evolution of ChatGPT: Part 1-An In-Depth Look at GPT-1 and What Inspired It
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Category: DEEP LEARNING
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Date: 2025-01-06 |
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Read time: 11 min read
Tracing the roots of ChatGPT: GPT-1, the foundation of OpenAIβs LLMs
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