DeepGuide for DeepSeek

Exploring Public Storage Traces
What are they, where are they, and are they right for you?
26158Murphy2025-03-22
Powerful Data Analysis and Plotting via Natural Language Requests by Giving LLMs Access to…
Getting LLMs to analyze and plot data for you, right in your web browser
25278Murphy2025-03-22
No Code GenAI Agents Workflow Orchestration: AutoGen Studio with Local Mistral AI model
Introduction to AutoGen and Mistral AI:
26182Murphy2025-03-22
AI & Machine Learning for Business
A non-technical introduction
21476Murphy2025-03-22
Adapted Prediction Intervals by Means of Conformal Predictions and a Custom Non-Conformity Score
How confident should I be in a machine learning model's prediction for a new data point? Could I get a range of likely values?
20456Murphy2025-03-22
Mistral AI vs. Meta: Comparing Top Open-source LLMs
A comparison between Mistral 7B vs Llama 2 7B and Mixtral 8x7B vs Llama 2 70B
25858Murphy2025-03-22
Performant IPv4 Range Spark Joins
A Practical guide to optimizing non-equi joins in Spark
25057Murphy2025-03-22
Numpy's random choice in Go
Implementing CDF Inversion Method to sample from a discrete probability distribution.
26060Murphy2025-03-22
Level Up Your Pandas Game with These 15 Hidden Gems
Another opportunity to explore even more useful functionalities of pandas
21598Murphy2025-03-22
Reframing LLM ‘Chat with Data': Introducing LLM-Assisted Data Recipes
A conversational data analysis pattern for increased transparency and safety with reduced costs
21311Murphy2025-03-22
Why (and How) I Learned Web Development as a Data Scientist
Web dev lets you build full-stack ML apps and maximise MLEng/entrepreneurial skills. Oh, and you can do it in Python
24723Murphy2025-03-22
Some Thoughts on Operationalizing LLM Applications
A few personal lessons learned from developing LLM applications
26101Murphy2025-03-22
Deploying Large Language Models with SageMaker Asynchronous Inference
Queue Requests For Near Real-Time Based Applications
22068Murphy2025-03-22
Mastering Airflow Variables
The way you retrieve variables from Airflow can impact the performance of your DAGs
23085Murphy2025-03-22
Getting Started With Python as a Geoscientist? Here Are 5 Ways You Can Improve Your Code!
5 Tips to Help You Get Off to a Better Start When Writing Python Code
24150Murphy2025-03-22
Do You Really Know *args In Python?
A comprehensive guide of *args with practical examples
24037Murphy2025-03-22
Cypher Generation: The Good, The Bad and The Messy
Methods for creating fine-tuning datasets for text-to-Cypher generation.
27151Murphy2025-03-22
De-Coded: Understanding Context Windows for Transformer Models
Everything you need to know about how context windows affect Transformer training and usage
22525Murphy2025-03-22
Lingua Franca – Entity-Aware Machine Translation Approach for Question Answering over Knowledg
Towards a lingua franca for knowledge graph question answering systems
22814Murphy2025-03-22
How I'd Learn Machine Learning (If I Could Start Over)
A full breakdown of how you can learn machine learning this year effectively
23821Murphy2025-03-22

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Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features

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