DeepGuide for DeepSeek

LLM Monitoring and Observability
A Summary of Techniques and Approaches for Responsible AI
20961Murphy2025-03-23
Deploying PyTorch Models with Nvidia Triton Inference Server
A flexible high-performant model serving solution
20803Murphy2025-03-23
The Practical Side of Navigating AI Risks
Our weekly selection of must-read Editors' Picks and original features
20691Murphy2025-03-23
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
29376Murphy2025-03-23
Machine Learning, Illustrated: Incremental Learning
How models learn new information over time, maintaining and building upon previous knowledge
20268Murphy2025-03-23
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
29612Murphy2025-03-23
A Cornerstone of RL – TD(λ) and 3 Big Names
How Monte Carlo, SARSA and Q-learning can be derived from TD(λ)
25752Murphy2025-03-23
How to Evaluate Representations
From unsupervised to supervised metrics
24121Murphy2025-03-23
Cultural Competencies for Machine Learning Risk Management
An organization's culture is an essential aspect of responsible AI.
25710Murphy2025-03-23
Continuous Learning: A Data Scientist's Odyssey
Navigating the ever-changing field
24139Murphy2025-03-23
Memory Management in Apache Spark: Disk Spill
What it is and how to handle it
28730Murphy2025-03-23
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
27443Murphy2025-03-23
Vector Search Is Not All You Need
Introduction
22013Murphy2025-03-23
Linear Algebra 1: Linear Equations and Systems
Systems of linear equations
21159Murphy2025-03-23
Is Julia Faster than Python and Numba?
Numba is very fast, but is it fast enough?
26332Murphy2025-03-23
Training an Agent to Master Tic-Tac-Toe Through Self-Play
Surprisingly, a software agent never gets tired of the game.
25065Murphy2025-03-23
Prompt Engineering 101: Zero, One, and Few-Shot Prompting
An introduction to a basic prompt engineering strategy
24718Murphy2025-03-23
Mastering the Data Science Workflow
Confidently navigate your data science projects with these 6 simple stages!
23437Murphy2025-03-23
Using React to Build Interactive Interfaces to Exciting Dataset
Creating a more dynamic data visualization experience using web development
22107Murphy2025-03-23
Qubit Magic: Creating Mythical Creatures with Quantum Computing
Generating beautiful images with qubits and large language models.
25183Murphy2025-03-23

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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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