DeepGuide for DeepSeek

LLM Monitoring and Observability
A Summary of Techniques and Approaches for Responsible AI
21001Murphy2025-03-23
Deploying PyTorch Models with Nvidia Triton Inference Server
A flexible high-performant model serving solution
20845Murphy2025-03-23
The Practical Side of Navigating AI Risks
Our weekly selection of must-read Editors' Picks and original features
20729Murphy2025-03-23
Language Models for Sentence Completion
A practical application of a language model that picks the most likely candidate word that extends an English sentence by a single word
29415Murphy2025-03-23
Machine Learning, Illustrated: Incremental Learning
How models learn new information over time, maintaining and building upon previous knowledge
20308Murphy2025-03-23
All You Need to Know about Vector Databases and How to Use Them to Augment Your LLM Apps
A Step-by-Step Guide to Discover and Harness the Power of Vector Databases
29651Murphy2025-03-23
A Cornerstone of RL – TD(λ) and 3 Big Names
How Monte Carlo, SARSA and Q-learning can be derived from TD(λ)
25793Murphy2025-03-23
How to Evaluate Representations
From unsupervised to supervised metrics
24160Murphy2025-03-23
Cultural Competencies for Machine Learning Risk Management
An organization's culture is an essential aspect of responsible AI.
25750Murphy2025-03-23
Continuous Learning: A Data Scientist's Odyssey
Navigating the ever-changing field
24178Murphy2025-03-23
Memory Management in Apache Spark: Disk Spill
What it is and how to handle it
28771Murphy2025-03-23
ChatGPT Advanced Data Analytics For Custom Matplotlib Well Log Plots
Using OpenAI's Code Interpreter to Create Well Log Plots for Petrophysics and Geoscience Interpretations
27482Murphy2025-03-23
Vector Search Is Not All You Need
Introduction
22053Murphy2025-03-23
Linear Algebra 1: Linear Equations and Systems
Systems of linear equations
21199Murphy2025-03-23
Is Julia Faster than Python and Numba?
Numba is very fast, but is it fast enough?
26371Murphy2025-03-23
Training an Agent to Master Tic-Tac-Toe Through Self-Play
Surprisingly, a software agent never gets tired of the game.
25105Murphy2025-03-23
Prompt Engineering 101: Zero, One, and Few-Shot Prompting
An introduction to a basic prompt engineering strategy
24757Murphy2025-03-23
Mastering the Data Science Workflow
Confidently navigate your data science projects with these 6 simple stages!
23476Murphy2025-03-23
Using React to Build Interactive Interfaces to Exciting Dataset
Creating a more dynamic data visualization experience using web development
22147Murphy2025-03-23
Qubit Magic: Creating Mythical Creatures with Quantum Computing
Generating beautiful images with qubits and large language models.
25225Murphy2025-03-23

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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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