Fill your skill gaps in AI and Data Science

External Tag: machine-learning

Towards Monosemanticity: A step towards understanding large language models

External Tags ai, LLM, machine-learning, monosemanticity, sparse-autoencoder

The Ultimate Handbook for LLM Quantization

External Tags artificial-intelligence, hands-on-tutorials, large-language-models, LLM, machine-learning

An Off-Beat Approach to Train-Test-Validation Split Your Dataset

External Tags data-science, machine-learning, sampling, statistical-analysis, statistics

Step-by-Step Guide to Creating Simulated Data in Python

External Tags data-science, machine-learning, programming, python-programming, synthetic-data

Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO

External Tags Beginner, CNN, computer-vision, detection, Guide, machine-learning, Object, Object Detection, object detection algorithms, r, RCNN, YOLO

Comprehensive Guide to Build AI Agents from Scratch

External Tags Advanced, ai, API, Applications, artificial-intelligence, generative-ai, Guide, large-language-models, Libraries, LLMs, machine-learning, openai, pattern, python, tools

How to Test Machine Learning Systems

medium.com
Post date July 10, 2024
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External Tags ai, data-science, hands-on-tutorials, machine-learning, testing

Building a Standout Data Science Portfolio: A Comprehensive Guide

External Tags data-science, job-hunting, machine-learning, office-hours, portfolio

Scaling Law Of Language Models

towardsdatascience.com
Post date July 9, 2024
No Comments on Scaling Law Of Language Models

External Tags deep learning, large-language-models, LLM, machine-learning, power-law

Deep Dive into LSTMs & xLSTMs by Hand ✍️

External Tags deep learning, editors-pick, LLM, LSTM, machine-learning