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AI Is Not a Black Box (Relatively Speaking)
Compared to the opacity around human intelligence, AI is more transparent in some very tangible ways.
The post AI Is Not a Black Boxappeared first on Towards Data Science.
#not #black #box #relatively #speakingAI Is Not a Black Box (Relatively Speaking)Compared to the opacity around human intelligence, AI is more transparent in some very tangible ways. The post AI Is Not a Black Boxappeared first on Towards Data Science. #not #black #box #relatively #speaking0 Commentarii 0 Distribuiri 0 previzualizare
515
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What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization
An LLM in 2018 would not have trivialized a complex project, although it could have enhanced the final solution
The post What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization appeared first on Towards Data Science.
#what #had #rent #runway #fulfillmentWhat If I had AI in 2018: Rent the Runway Fulfillment Center OptimizationAn LLM in 2018 would not have trivialized a complex project, although it could have enhanced the final solution The post What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization appeared first on Towards Data Science. #what #had #rent #runway #fulfillment0 Commentarii 0 Distribuiri 0 previzualizare -
Stop Building AI Platforms
When small and medium companies achieve success in building Data and ML platforms, building AI platforms is now profoundly challenging
The post Stop Building AI Platforms appeared first on Towards Data Science.
#stop #building #platformsStop Building AI PlatformsWhen small and medium companies achieve success in building Data and ML platforms, building AI platforms is now profoundly challenging The post Stop Building AI Platforms appeared first on Towards Data Science. #stop #building #platforms0 Commentarii 0 Distribuiri 0 previzualizare -
Not Everything Needs Automation: 5 Practical AI Agents That Deliver Enterprise Value
What actually works with AI agents inside enterprise organizations?
The post Not Everything Needs Automation: 5 Practical AI Agents That Deliver Enterprise Value appeared first on Towards Data Science.
#not #everything #needs #automation #practicalNot Everything Needs Automation: 5 Practical AI Agents That Deliver Enterprise ValueWhat actually works with AI agents inside enterprise organizations? The post Not Everything Needs Automation: 5 Practical AI Agents That Deliver Enterprise Value appeared first on Towards Data Science. #not #everything #needs #automation #practical0 Commentarii 0 Distribuiri 0 previzualizare
670
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Data Drift Is Not the Actual Problem: Your Monitoring Strategy Is
Monitoring is easy; what to monitor is not. In the field of machine learning, data drift is
just noise until you know what it means.
The post Data Drift Is Not the Actual Problem: Your Monitoring Strategy Is appeared first on Towards Data Science.
#data #drift #not #actual #problemData Drift Is Not the Actual Problem: Your Monitoring Strategy IsMonitoring is easy; what to monitor is not. In the field of machine learning, data drift is just noise until you know what it means. The post Data Drift Is Not the Actual Problem: Your Monitoring Strategy Is appeared first on Towards Data Science. #data #drift #not #actual #problem0 Commentarii 0 Distribuiri 0 previzualizare
223
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Building a Modern Dashboard with Python and Gradio
Data insights made simple
The post Building a Modern Dashboard with Python and Gradio appeared first on Towards Data Science.
#building #modern #dashboard #with #pythonBuilding a Modern Dashboard with Python and GradioData insights made simple The post Building a Modern Dashboard with Python and Gradio appeared first on Towards Data Science. #building #modern #dashboard #with #python0 Commentarii 0 Distribuiri 0 previzualizare
241
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The Journey from Jupyter to Programmer: A Quick-Start Guide
Explore the real benefits of ditching the notebook
The post The Journey from Jupyter to Programmer: A Quick-Start Guide appeared first on Towards Data Science.
#journey #jupyter #programmer #quickstart #guideThe Journey from Jupyter to Programmer: A Quick-Start GuideExplore the real benefits of ditching the notebook The post The Journey from Jupyter to Programmer: A Quick-Start Guide appeared first on Towards Data Science. #journey #jupyter #programmer #quickstart #guide0 Commentarii 0 Distribuiri 0 previzualizare
355
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LLMs + Pandas: How I Use Generative AI to Generate Pandas DataFrame Summaries
Local Large Language Models can convert massive DataFrames to presentable Markdown reports — here's how.
The post LLMs + Pandas: How I Use Generative AI to Generate Pandas DataFrame Summaries appeared first on Towards Data Science.
#llms #pandas #how #use #generativeLLMs + Pandas: How I Use Generative AI to Generate Pandas DataFrame SummariesLocal Large Language Models can convert massive DataFrames to presentable Markdown reports — here's how. The post LLMs + Pandas: How I Use Generative AI to Generate Pandas DataFrame Summaries appeared first on Towards Data Science. #llms #pandas #how #use #generative0 Commentarii 0 Distribuiri 0 previzualizare -
LLM Optimization: LoRA and QLoRA
Scalable fine-tuning techniques for large language models
The post LLM Optimization: LoRA and QLoRA appeared first on Towards Data Science.
#llm #optimization #lora #andqloraLLM Optimization: LoRA and QLoRAScalable fine-tuning techniques for large language models The post LLM Optimization: LoRA and QLoRA appeared first on Towards Data Science. #llm #optimization #lora #andqlora0 Commentarii 0 Distribuiri 0 previzualizare -
Gaining Strategic Clarity in AI
Introducing the AI strategy playbook
The post Gaining Strategic Clarity in AI appeared first on Towards Data Science.
#gaining #strategic #clarityGaining Strategic Clarity in AIIntroducing the AI strategy playbook The post Gaining Strategic Clarity in AI appeared first on Towards Data Science. #gaining #strategic #clarity9 Commentarii 0 Distribuiri 0 previzualizare -
The Secret Power of Data Science in Customer Support
Customer support is a data goldmine. Here’s how to unlock its full potential with data science.
The post The Secret Power of Data Science in Customer Support appeared first on Towards Data Science.
#secret #power #data #science #customerThe Secret Power of Data Science in Customer SupportCustomer support is a data goldmine. Here’s how to unlock its full potential with data science. The post The Secret Power of Data Science in Customer Support appeared first on Towards Data Science. #secret #power #data #science #customer0 Commentarii 0 Distribuiri 0 previzualizare -
Agentic RAG Applications: Company Knowledge Slack Agents
Lessons learnt using LlamaIndex and Modal
The post Agentic RAG Applications: Company Knowledge Slack Agents appeared first on Towards Data Science.
#agentic #rag #applications #company #knowledgeAgentic RAG Applications: Company Knowledge Slack AgentsLessons learnt using LlamaIndex and Modal The post Agentic RAG Applications: Company Knowledge Slack Agents appeared first on Towards Data Science. #agentic #rag #applications #company #knowledge0 Commentarii 0 Distribuiri 0 previzualizare -
Hands-On Attention Mechanism for Time Series Classification, with Python
This is how to use the attention mechanism in a time series classification framework
The post Hands-On Attention Mechanism for Time Series Classification, with Python appeared first on Towards Data Science.
#handson #attention #mechanism #time #seriesHands-On Attention Mechanism for Time Series Classification, with PythonThis is how to use the attention mechanism in a time series classification framework The post Hands-On Attention Mechanism for Time Series Classification, with Python appeared first on Towards Data Science. #handson #attention #mechanism #time #series0 Commentarii 0 Distribuiri 0 previzualizare -
GAIA: The LLM Agent Benchmark Everyone’s Talking About
What practitioners need to know about this LLM agent benchmark
The post GAIA: The LLM Agent Benchmark Everyone’s Talking About appeared first on Towards Data Science.
#gaia #llm #agent #benchmark #everyonesGAIA: The LLM Agent Benchmark Everyone’s Talking AboutWhat practitioners need to know about this LLM agent benchmark The post GAIA: The LLM Agent Benchmark Everyone’s Talking About appeared first on Towards Data Science. #gaia #llm #agent #benchmark #everyones0 Commentarii 0 Distribuiri 0 previzualizare -
May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More
A selection of our most-read and -shared articles of the past month
The post May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More appeared first on Towards Data Science.
#mustreads #math #machine #learning #engineersMay Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and MoreA selection of our most-read and -shared articles of the past month The post May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More appeared first on Towards Data Science. #mustreads #math #machine #learning #engineers0 Commentarii 0 Distribuiri 0 previzualizare -
From Data to Stories: Code Agents for KPI Narratives
HuggingFace's smolagents framework in action
The post From Data to Stories: Code Agents for KPI Narratives appeared first on Towards Data Science.
#data #stories #code #agents #kpiFrom Data to Stories: Code Agents for KPI NarrativesHuggingFace's smolagents framework in action The post From Data to Stories: Code Agents for KPI Narratives appeared first on Towards Data Science. #data #stories #code #agents #kpi12 Commentarii 0 Distribuiri 0 previzualizare -
Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives
Why splitting your objectives and your model might be the key to better performance and clearer trade-offs in deep learning.
The post Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives appeared first on Towards Data Science.
#why #regularization #isnt #enough #betterWhy Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two ObjectivesWhy splitting your objectives and your model might be the key to better performance and clearer trade-offs in deep learning. The post Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives appeared first on Towards Data Science. #why #regularization #isnt #enough #better12 Commentarii 0 Distribuiri 0 previzualizare -
Estimating Product-Level Price Elasticities Using Hierarchical Bayesian
Using one model to personalize ML results
The post Estimating Product-Level Price Elasticities Using Hierarchical Bayesian appeared first on Towards Data Science.
#estimating #productlevel #price #elasticities #usingEstimating Product-Level Price Elasticities Using Hierarchical BayesianUsing one model to personalize ML results The post Estimating Product-Level Price Elasticities Using Hierarchical Bayesian appeared first on Towards Data Science. #estimating #productlevel #price #elasticities #using0 Commentarii 0 Distribuiri 0 previzualizare -
Prototyping Gradient Descent in Machine Learning
Mathematical theorem and credit transaction prediction using Stochastic / Batch GD
The post Prototyping Gradient Descent in Machine Learning appeared first on Towards Data Science.
#prototyping #gradient #descent #machine #learningPrototyping Gradient Descent in Machine LearningMathematical theorem and credit transaction prediction using Stochastic / Batch GD The post Prototyping Gradient Descent in Machine Learning appeared first on Towards Data Science. #prototyping #gradient #descent #machine #learning0 Commentarii 0 Distribuiri 0 previzualizare -
Do More with NumPy Array Type Hints: Annotate & Validate Shape & Dtype
Improve static analysis and run-time validation with full generic specification
The post Do More with NumPy Array Type Hints: Annotate & Validate Shape & Dtype appeared first on Towards Data Science.
#more #with #numpy #array #typeDo More with NumPy Array Type Hints: Annotate & Validate Shape & DtypeImprove static analysis and run-time validation with full generic specification The post Do More with NumPy Array Type Hints: Annotate & Validate Shape & Dtype appeared first on Towards Data Science. #more #with #numpy #array #type0 Commentarii 0 Distribuiri 0 previzualizare
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