DeepGuide for DeepSeek

Exploring Public Storage Traces
What are they, where are they, and are they right for you?
26119Murphy2025-03-22
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
25240Murphy2025-03-22
No Code GenAI Agents Workflow Orchestration: AutoGen Studio with Local Mistral AI model
Introduction to AutoGen and Mistral AI:
26144Murphy2025-03-22
AI & Machine Learning for Business
A non-technical introduction
21439Murphy2025-03-22
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?
20417Murphy2025-03-22
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
25820Murphy2025-03-22
Performant IPv4 Range Spark Joins
A Practical guide to optimizing non-equi joins in Spark
25019Murphy2025-03-22
Numpy's random choice in Go
Implementing CDF Inversion Method to sample from a discrete probability distribution.
26022Murphy2025-03-22
Level Up Your Pandas Game with These 15 Hidden Gems
Another opportunity to explore even more useful functionalities of pandas
21559Murphy2025-03-22
Reframing LLM ‘Chat with Data': Introducing LLM-Assisted Data Recipes
A conversational data analysis pattern for increased transparency and safety with reduced costs
21271Murphy2025-03-22
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
24684Murphy2025-03-22
Some Thoughts on Operationalizing LLM Applications
A few personal lessons learned from developing LLM applications
26063Murphy2025-03-22
Deploying Large Language Models with SageMaker Asynchronous Inference
Queue Requests For Near Real-Time Based Applications
22029Murphy2025-03-22
Mastering Airflow Variables
The way you retrieve variables from Airflow can impact the performance of your DAGs
23047Murphy2025-03-22
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
24112Murphy2025-03-22
Do You Really Know *args In Python?
A comprehensive guide of *args with practical examples
23998Murphy2025-03-22
Cypher Generation: The Good, The Bad and The Messy
Methods for creating fine-tuning datasets for text-to-Cypher generation.
27113Murphy2025-03-22
De-Coded: Understanding Context Windows for Transformer Models
Everything you need to know about how context windows affect Transformer training and usage
22484Murphy2025-03-22
Lingua Franca – Entity-Aware Machine Translation Approach for Question Answering over Knowledg
Towards a lingua franca for knowledge graph question answering systems
22777Murphy2025-03-22
How I'd Learn Machine Learning (If I Could Start Over)
A full breakdown of how you can learn machine learning this year effectively
23784Murphy2025-03-22

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The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.

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