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Latest articles
Using Neural Networks with Pytorch to Predict fail of Automatic Recovery
Using Neural Networks with Pytorch to Predict fail of Automatic Recovery
This exercise is part of aproject implemented on a hardware system. The system has automatic doors that allow to be recovered when they…
Greg Postalian-Yrausquin
Jun 3
Unsupervised Clustering: Can We Identify Clusters in the Descriptions of Sounds in Music?
Unsupervised Clustering: Can We Identify Clusters in the Descriptions of Sounds in Music?
Compare different clustering algorithms (unsupervised machine learning) to identify clusters in descriptions of songs.
Greg Postalian-Yrausquin
Jun 3
Deep Exploratory Analysis and Random Forest Classification
Deep Exploratory Analysis and Random Forest Classification
Using random forest classification and decision trees, I try to measure the impact of categorical and numerical demographic factors on the…
Greg Postalian-Yrausquin
Jun 3
Use of Pretrained BERT to Predict the Rating of Reviews
Use of Pretrained BERT to Predict the Rating of Reviews
BERT is a state-of-the-art algorithm designed by Google to process text data and convert it into vectors…
Greg Postalian-Yrausquin
Jun 3
Quick and Easy Application of Network Graph Analysis: Measure Connectivity Between Countries by Air…
Quick and Easy Application of Network Graph Analysis: Measure Connectivity Between Countries by Air…
I use the Networkx package to analyze a set of air routes between a group of countries and describe how they are connected.
Greg Postalian-Yrausquin
Jun 3
Using NLP (Doc2Vec) and Neural Networks (with Keras): Removing Hate Speech and Offensive Tweets
Using NLP (Doc2Vec) and Neural Networks (with Keras): Removing Hate Speech and Offensive Tweets
This is a great example of how more than one ML step can be used to achieve a goal.
Greg Postalian-Yrausquin
Jun 3
Synthetic Data Generation in Foundation Models and Differential Privacy: Three Papers from…
Synthetic Data Generation in Foundation Models and Differential Privacy: Three Papers from…
A reference architecture, security challenges and some recipes are some of the methods outlined in Microsoft’s papers.
Jesus Rodriguez
Jun 3
The Brief History of Binary Images
The Brief History of Binary Images
A short Python guide on using AI and statistics for this image type
Radmila M.
May 31
How Do Diffusion Models Work? Simple Explanation: No Mathematical Jargon, Promised!
How Do Diffusion Models Work? Simple Explanation: No Mathematical Jargon, Promised!
Background Knowledge
Suhaib Arshad
May 31
Fueling (literally) the AI Boom
Fueling (literally) the AI Boom
Photo by NASA on Unsplash
Aneesh Patil
May 31
🚀 Build Your First AI Agent in 5 Easy Steps (100% local)
🚀 Build Your First AI Agent in 5 Easy Steps (100% local)
Creating AI agents with Crewai and using Ollama to run them 100% locally in 5 very easy steps!
Hesam Sheikh
May 31
AI-Powered Coding: Understanding the Risks and How to Mitigate Them
AI-Powered Coding: Understanding the Risks and How to Mitigate Them
Coding with Generative AI: Benefits, Risks, and Practical Solutions
Louis-François Bouchard
May 30
AI Engineer’s Toolkit
AI Engineer’s Toolkit
“A must-read for all developers”
Louis-François Bouchard
May 30
Data Science Interview Question: Creating ROC & Precision-Recall Curves From Scratch
Data Science Interview Question: Creating ROC & Precision-Recall Curves From Scratch
This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch, i.e., no…
Varun Nakra
May 30
Learn AI Together — Towards AI Community Newsletter #26
Learn AI Together — Towards AI Community Newsletter #26
Good morning, fellow learners. If you’ve enjoyed the list of courses at Gen AI 360, wait for this…
Towards AI Editorial Team
May 30
The Verbal Revolution: Unlocking Prompt Engineering with Langchain
The Verbal Revolution: Unlocking Prompt Engineering with Langchain
Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal…
Vishesh Kochher
May 30
11+ Reasons To Shift Your E-commerce App To Q-Commerce Platform
11+ Reasons To Shift Your E-commerce App To Q-Commerce Platform
Wondering why Quick Commerce apps are creating the buzzword in the market and how they are different from e-commerce apps?
Sophia Martin
May 30
Prompt Engineering Best Practices: Building an End-to-End Customer Service System
Prompt Engineering Best Practices: Building an End-to-End Customer Service System
Prompt engineering plays a pivotal role in crafting queries that help large language models (LLMs) understand not just the language but…
Youssef Hosni
May 29
Breaking down Mistral 7B ⚡🍨
Breaking down Mistral 7B ⚡🍨
Exploring Mistral’s Rotary positional Embedding, Sliding Window Attention, KV Cache with rolling buffer, and Feedforward Network.
JAIGANESAN
May 29
Exploration of Markov’s and Chebyshev’s Inequality: It’s Application in Data Science
Exploration of Markov’s and Chebyshev’s Inequality: It’s Application in Data Science
Introduction to Markov’s Inequality
Ghadah AlHabib
May 29
Build a Real-time Speech Recognition Sentiment Analysis Tool
Build a Real-time Speech Recognition Sentiment Analysis Tool
A guide to building a sentiment analysis tool with Streamlit and NLP for customer call centers where audio is automatically translated to…
Barri Sambaris
May 29
AWS: Virtual Private Cloud and Load Balancer
AWS: Virtual Private Cloud and Load Balancer
Improve application performance with reduced latency and high-security
Amit Chauhan
May 29
Exploring AI Prompt Engineering: Mathematical Foundations and RAG Methodologies
Exploring AI Prompt Engineering: Mathematical Foundations and RAG Methodologies
A Comprehensive Guide of LLMs, In-Context Learning, and RAG Techniques
Shenggang Li
May 29
The LLM Series #5: Simplifying RAG for Every Learner
The LLM Series #5: Simplifying RAG for Every Learner
Effortlessly Build RAG Solutions in Minutes
Muhammad Saad Uddin
May 29
Python Streamlit And GPT4: How To Map UNHCR Refugee Data
Python Streamlit And GPT4: How To Map UNHCR Refugee Data
Prompting GPT-4 for an interactive Streamlit/Plotly dashboard
John Loewen, PhD
May 28
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