DeepGuide for DeepSeek

3 Ways to Think Like a (Great) Data Scientist
Take your career to the next level by thinking better
25455Murphy2025-03-22
Bayesian Logistic Regression in Python
How to solve binary classification problems using Bayesian methods in Python.
22233Murphy2025-03-22
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
27010Murphy2025-03-22
Building a Secure and Scalable Data and AI Platform
Empowering business through data-driven decision-making
29878Murphy2025-03-22
How to Learn Causal Inference on Your Own for Free
The ultimate self-study guide for all levels
25418Murphy2025-03-22
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
25668Murphy2025-03-22
Deploying LLMs Into Production Using TensorRT LLM
A guide on accelerating inference performance
25233Murphy2025-03-22
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.
25335Murphy2025-03-22
A Guide on Estimating Long-Term Effects in A/B Tests
Addressing the complexity of identifying and measuring long-term effects in online experiments
20245Murphy2025-03-22
QLoRA – How to Fine-Tune an LLM on a Single GPU
An introduction with Python example code (ft. Mistral-7b)
27975Murphy2025-03-22
Navigating Data Science Jobs in 2024: Roles, Teams, and Skills
Our weekly selection of must-read Editors' Picks and original features
21073Murphy2025-03-22
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
27625Murphy2025-03-22
7 Tips to Future-Proof Machine Learning Projects
An Introduction to Developing More Collaborative, Reproducible and Reusable ML Code
25127Murphy2025-03-22
An Introduction to Prompting for LLMs
How do we communicate effectively with LLMs?
25292Murphy2025-03-22
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
22620Murphy2025-03-22
Grey Wolf Optimizer – How it can be used with Computer Vision
As a bonus, get the code to apply feature extraction anywhere
27670Murphy2025-03-22
Introducing tmap for Visualization and Data Analysis
A brief introduction to the library tmap in R for Geospatial Data Exploration.
20542Murphy2025-03-22
Spurious Correlations: The Comedy and Drama of Statistics
What not to do with statistics
26867Murphy2025-03-22
Building a Data Warehouse
Best practice and advanced techniques for beginners
27987Murphy2025-03-22
How to Write Clean Code in Python
Top takeaways from the book Clean Code
25874Murphy2025-03-22

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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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