DeepGuide for DeepSeek

3 Ways to Think Like a (Great) Data Scientist
Take your career to the next level by thinking better
25492Murphy2025-03-22
Bayesian Logistic Regression in Python
How to solve binary classification problems using Bayesian methods in Python.
22272Murphy2025-03-22
GPT-4V Has Directional Dyslexia
A year has passed since the Toloka Visual Question Answering (VQA) Challenge at the WSDM Cup 2023, and as we predicted back then, the winning machine-learning solution didn’t match up to the human baseline. However, this past year has been packed wi
27049Murphy2025-03-22
Building a Secure and Scalable Data and AI Platform
Empowering business through data-driven decision-making
29915Murphy2025-03-22
How to Learn Causal Inference on Your Own for Free
The ultimate self-study guide for all levels
25456Murphy2025-03-22
Azure Container App, a Data Analytics WebApp with Python Flask, Plotly Dash & Docker
Deploying scalable data analytics web applications: harnessing Flask, Dash, and Azure container apps for enhanced flexibility
25706Murphy2025-03-22
Deploying LLMs Into Production Using TensorRT LLM
A guide on accelerating inference performance
25270Murphy2025-03-22
Carbon footprint of LLM fine tuning – a case study
I got surprising results when I measured the carbon emissions from instruction fine tuning an LLM.
25373Murphy2025-03-22
A Guide on Estimating Long-Term Effects in A/B Tests
Addressing the complexity of identifying and measuring long-term effects in online experiments
20283Murphy2025-03-22
QLoRA – How to Fine-Tune an LLM on a Single GPU
An introduction with Python example code (ft. Mistral-7b)
28013Murphy2025-03-22
Navigating Data Science Jobs in 2024: Roles, Teams, and Skills
Our weekly selection of must-read Editors' Picks and original features
21110Murphy2025-03-22
FinalMLP: A Simple yet Powerful Two-Stream MLP Model for Recommendation Systems
Discover how FinalMLP transforms online recommendations: unlocking personalized experiences with cutting-edge AI research
27663Murphy2025-03-22
7 Tips to Future-Proof Machine Learning Projects
An Introduction to Developing More Collaborative, Reproducible and Reusable ML Code
25165Murphy2025-03-22
An Introduction to Prompting for LLMs
How do we communicate effectively with LLMs?
25330Murphy2025-03-22
How to Forecast Time Series Data using any Supervised Learning Model
Featurizing time series data into a standard tabular format for classical ML models and improving accuracy using AutoML
22658Murphy2025-03-22
Grey Wolf Optimizer – How it can be used with Computer Vision
As a bonus, get the code to apply feature extraction anywhere
27707Murphy2025-03-22
Introducing tmap for Visualization and Data Analysis
A brief introduction to the library tmap in R for Geospatial Data Exploration.
20581Murphy2025-03-22
Spurious Correlations: The Comedy and Drama of Statistics
What not to do with statistics
26903Murphy2025-03-22
Building a Data Warehouse
Best practice and advanced techniques for beginners
28025Murphy2025-03-22
How to Write Clean Code in Python
Top takeaways from the book Clean Code
25912Murphy2025-03-22

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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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