List: Machine Learning | Curated by Srini Karlekar

Apr 10, 2024

60 stories

Machine Learning 
In
TDS Archive
by
Eivind Kjosbakken
How to Effectively Forecast Time Series with Amazon's New Time Series Forecasting ModelLearn about the new Amazon time series model, which you can use to forecast energy usage, traffic congestion, and weather.
Apr 9, 2024
392
7
Apr 9, 2024
392
7
In
TDS Archive
by
Marco Peixeiro
Time-LLM: Reprogram an LLM for Time Series ForecastingDiscover the architecture of Time-LLM and apply it in a forecasting project with Python
Mar 5, 2024
1K
3
Mar 5, 2024
1K
3
In
TDS Archive
by
Amy Ma
Courage to Learn ML: Tackling Vanishing and Exploding Gradients (Part 1)Melting Away DNN’s Gradient Challenges: A Scoop of Solutions and Insights
Feb 5, 2024
131
1
Feb 5, 2024
131
1
 This story is no longer available
In
TDS Archive
by
Naomi Kriger
Speech to Text to Speech with AI Using Python — a How-To GuideHow to Create a Speech-to-Text-to-Speech Program
Feb 11, 2024
883
7
Feb 11, 2024
883
7
In
TDS Archive
by
Dmitrii Eliuseev
A Weekend AI Project: Using Speech Recognition, PTT, and a Large Action Model on a Raspberry PiMaking “à la Rabbit prototype” with Python, Push-to-Talk, Local, and Cloud LLMs
Feb 3, 2024
809
8
Feb 3, 2024
809
8
In
TDS Archive
by
Marco Peixeiro
Introduction to Causal Inference with Machine Learning in PythonDiscover the concepts and basic methods of causal machine learning applied in Python
Jan 24, 2024
940
10
Jan 24, 2024
940
10
In
TDS Archive
by
Dmitrii Eliuseev
A Weekend AI Project: Running Speech Recognition and a LLaMA-2 GPT on a Raspberry PiA fully offline use of Whisper ASR and LLaMA-2 GPT Model
Jan 20, 2024
1.6K
9
Jan 20, 2024
1.6K
9
In
TDS Archive
by
Oliver S
Time Series Prediction with TransformersA Complete Guide to Transformers in Pytorch
Jan 16, 2024
590
4
Jan 16, 2024
590
4
In
TDS Archive
by
Heston Vaughan
Develop Your First AI Agent: Deep Q-LearningDive into the world of artificial intelligence — build a deep reinforcement learning gym from scratch.
Dec 15, 2023
1.4K
16
Dec 15, 2023
1.4K
16
In
TDS Archive
by
Ivo Bernardo
PyTorch Introduction — Building your First Linear ModelLearn how to build your first PyTorch model, by using the “magical” Linear layer!
Dec 12, 2023
181
1
Dec 12, 2023
181
1
In
Intro to Artificial Intelligence
by
Dhanoop Karunakaran
The actor-Critic Reinforcement Learning algorithmPolicy-based and value-based RL algorithm
Sep 30, 2020
206
5
Sep 30, 2020
206
5
In
TDS Archive
by
Leonie Monigatti
Recreating Andrej Karpathy’s Weekend Project — a Movie Search EngineBuilding a movie recommender system with OpenAI embeddings and a vector database
Nov 7, 2023
912
5
Nov 7, 2023
912
5
In
TDS Archive
by
Marco Peixeiro
TimeGPT: The First Foundation Model for Time Series ForecastingExplore the first generative pre-trained forecasting model and apply it in a project with Python
Oct 24, 2023
3.1K
23
Oct 24, 2023
3.1K
23
In
TDS Archive
by
Mariya Mansurova
Interpreting Random ForestsComprehensive guide on Random Forest algorithms and how to interpret them
Oct 8, 2023
350
5
Oct 8, 2023
350
5
In
TDS Archive
by
Aishwarya Srinivasan
Leveraging Machine Learning to predict wildfires: Contributing to the United Nation’s Sustainable…TLDR: One of the major roadblocks faced by the United Nations to keep their Sustainable Development Goals on track is to combat the…
Dec 14, 2020
57
1
Dec 14, 2020
57
1
In
TDS Archive
by
Callum Bruce
How to Program a Neural NetworkA step-by-step guide to implementing a neural network from scratch
Sep 23, 2023
756
6
Sep 23, 2023
756
6
In
The Startup
by
Nitin Sharma
Sick of ChatGPT and Bard? Here Are New AI Tools That Will Blow Your MindI bet that all these tools will leave you stunned.
Sep 8, 2023
494
14
Sep 8, 2023
494
14
In
TDS Archive
by
Maxime Labonne
Quantize Llama models with GGUF and llama.cppGGML vs. GPTQ vs. NF4
Sep 4, 2023
650
5
Sep 4, 2023
650
5
In
TDS Archive
by
Gustavo R Santos
Analyzing Geospatial Data with Python (Part 2 — Hypothesis Test)Learning about Geospatial Hypothesis test for Asheville’s AirBnb listings.
Aug 31, 2023
165
Aug 31, 2023
165

Machine Learning

How to Effectively Forecast Time Series with Amazon's New Time Series Forecasting Model

Learn about the new Amazon time series model, which you can use to forecast energy usage, traffic congestion, and weather.

Time-LLM: Reprogram an LLM for Time Series Forecasting

Discover the architecture of Time-LLM and apply it in a forecasting project with Python

Courage to Learn ML: Tackling Vanishing and Exploding Gradients (Part 1)

Melting Away DNN’s Gradient Challenges: A Scoop of Solutions and Insights

Speech to Text to Speech with AI Using Python — a How-To Guide

How to Create a Speech-to-Text-to-Speech Program

A Weekend AI Project: Using Speech Recognition, PTT, and a Large Action Model on a Raspberry Pi

Making “à la Rabbit prototype” with Python, Push-to-Talk, Local, and Cloud LLMs

Introduction to Causal Inference with Machine Learning in Python

Discover the concepts and basic methods of causal machine learning applied in Python

A Weekend AI Project: Running Speech Recognition and a LLaMA-2 GPT on a Raspberry Pi

A fully offline use of Whisper ASR and LLaMA-2 GPT Model

Time Series Prediction with Transformers

A Complete Guide to Transformers in Pytorch

Develop Your First AI Agent: Deep Q-Learning

Dive into the world of artificial intelligence — build a deep reinforcement learning gym from scratch.

PyTorch Introduction — Building your First Linear Model

Learn how to build your first PyTorch model, by using the “magical” Linear layer!

The actor-Critic Reinforcement Learning algorithm

Policy-based and value-based RL algorithm

Recreating Andrej Karpathy’s Weekend Project — a Movie Search Engine

Building a movie recommender system with OpenAI embeddings and a vector database

TimeGPT: The First Foundation Model for Time Series Forecasting

Explore the first generative pre-trained forecasting model and apply it in a project with Python

Interpreting Random Forests

Comprehensive guide on Random Forest algorithms and how to interpret them

Leveraging Machine Learning to predict wildfires: Contributing to the United Nation’s Sustainable…

TLDR: One of the major roadblocks faced by the United Nations to keep their Sustainable Development Goals on track is to combat the…

How to Program a Neural Network

A step-by-step guide to implementing a neural network from scratch

Sick of ChatGPT and Bard? Here Are New AI Tools That Will Blow Your Mind

I bet that all these tools will leave you stunned.

Quantize Llama models with GGUF and llama.cpp

GGML vs. GPTQ vs. NF4

Analyzing Geospatial Data with Python (Part 2 — Hypothesis Test)

Learning about Geospatial Hypothesis test for Asheville’s AirBnb listings.

Srini Karlekar

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