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Introducing “Building LLMs for Production”
Introducing “Building LLMs for Production”
UPDATE: Towards AI’s latest book is now available in India!
Towards AI Editorial Team
May 24
This AI newsletter is all you need #100
This AI newsletter is all you need #100
What happened this week in AI by Louie
Towards AI Editorial Team
May 21
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Latest articles
Are You Trying to Automate Everything with AI? Here’s Why You Should Stop
Are You Trying to Automate Everything with AI? Here’s Why You Should Stop
When Smart Work & AI Automation Turn Against You.
Kris Ograbek
Aug 2
Optimization of Language Models for Efficient Inference and Performance Using Mixed Architectures
Optimization of Language Models for Efficient Inference and Performance Using Mixed Architectures
The world of artificial intelligence is changing rapidly, right? One of the pillars of this transformation has been the adoption of large…
Antonello Sale
Aug 2
Natural Selection for AI
Natural Selection for AI
Did it evolve, or did we create it?
Valeria Fonseca Diaz
Aug 2
Build Product Knowledge Graph using LLM
Build Product Knowledge Graph using LLM
Extracting attribute-value information from unstructured data is called named entity recognition. There are various ways of performing it
Prashant Dixit
Aug 1
Lightweight YOLO Detection with Object Tracking from Scratch
Lightweight YOLO Detection with Object Tracking from Scratch
Designing YOLO and object tracking models from scratch with OpenCV data simulation
Tan Pengshi Alvin
Aug 1
A Deep Dive Into Model Quantization
A Deep Dive Into Model Quantization
A step towards optimizing large models and running them on tiny hardware.
Avi Chawla
Aug 1
#34 Deep Learning Essentials: Multi-task Learning & Activation Functions in NNs
#34 Deep Learning Essentials: Multi-task Learning & Activation Functions in NNs
Maths Fundamentals in ML, Prompting Technique Discussion, Audio Tool, and More!
Towards AI Editorial Team
Aug 1
The 8 Critical Steps to Unlocking Generative AI’s Productivity and Growth Benefits
The 8 Critical Steps to Unlocking Generative AI’s Productivity and Growth Benefits
Empower Employees at All Levels to Accelerate and Champion Innovation at Scale: A Case Study.
Simon Greenman
Aug 1
Stunning Streamlit With GPT-4: Screenshot To Python Code Magic
Stunning Streamlit With GPT-4: Screenshot To Python Code Magic
Olympic medal-winning tracking app with modular prompting
John Loewen, PhD
Aug 1
How I Build an Agent with Long-Term, Personalized Memory
How I Build an Agent with Long-Term, Personalized Memory
Artificial intelligence (AI) chatbots often struggle to remember things, both between different conversations and within the same…
Gao Dalie (高達烈)
Aug 1
Speed up Your ML Projects With Spark
Speed up Your ML Projects With Spark
Handy Custom {pySpark} Functions (II): Data Cleaning & Complex Filtering
Mena Wang, PhD
Jul 31
TAI #110; Llama 3.1’s Scaling Laws vs. 100k+ H100 Clusters?
TAI #110; Llama 3.1’s Scaling Laws vs. 100k+ H100 Clusters?
Also, Mistral Large 2 123B, AlphaProof Olympiad, SearchGPT, GPT4o 64k output, SAM 2.
Towards AI Editorial Team
Jul 31
5 Free University Courses to Master Databases and SQL
5 Free University Courses to Master Databases and SQL
Top 5 Free University Courses for Learning Databases and SQL
Youssef Hosni
Jul 30
The Challenging Journey of Building an AI-Powered Knowledge Base: Ingestion Pipeline Development
The Challenging Journey of Building an AI-Powered Knowledge Base: Ingestion Pipeline Development
From Manual Extraction to Automated Brilliance: Overcoming Challenges in Building a Robust AI Knowledge Base
Ryan Nguyen
Jul 30
Understanding and Explaining Neural Networks: A Mathematical and Python Implementation Guide
Understanding and Explaining Neural Networks: A Mathematical and Python Implementation Guide
A Step-by-Step Journey from Basic Modeling to Neural Network Training Techniques
Shenggang Li
Jul 30
FastAPI 101 — Part 3: You know Python but… How do we create our first project?
FastAPI 101 — Part 3: You know Python but… How do we create our first project?
When I started coding for data science I usually had to write my code in Jupyter Notebooks, so yes, I knew Python, but what if I wanted my…
Christian Guerra
Jul 30
Streamlit and GPT-4: Unlock Human Rights Data in Record Time
Streamlit and GPT-4: Unlock Human Rights Data in Record Time
Prompting for an interactive Python Streamlit prototype app
John Loewen, PhD
Jul 30
Unmasked-Hidden Pitfalls of Machine Learning in Spatial Analysis: Unveiling Solutions.
Unmasked-Hidden Pitfalls of Machine Learning in Spatial Analysis: Unveiling Solutions.
Man is to error.
Stephen Chege-Tierra Insights
Jul 29
Top 10 AI startups that raised over $100M in 2024
Top 10 AI startups that raised over $100M in 2024
Are AI Ventures Overhyped?
Mélony Qin (aka cloudmelon)
Jul 29
Month in 4 Papers (July 2024)
Month in 4 Papers (July 2024)
Unlocking Efficiency by Innovations in NLP for Speed, Context, and Multimodal Insights
Ala Falaki, PhD
Jul 29
When Missing Data Speaks Volumes
When Missing Data Speaks Volumes
How overlooking the absence of data can lead to critical misinterpretations in product analytics
Vishnu Regimon Nair
Jul 29
Inside DeepMind’s AlphaProof and AlphaGeometry 2: Two Models that Achieved Silver Medal Status in…
Inside DeepMind’s AlphaProof and AlphaGeometry 2: Two Models that Achieved Silver Medal Status in…
One model focuses on algebra and number theory, while the other mastered geometry.
Jesus Rodriguez
Jul 29
Dive into LLM-based application development: Learn to use LLM models — Part 1
Dive into LLM-based application development: Learn to use LLM models — Part 1
Huggingface model, OpenAI model, Ollama model
Rahul V. Veettil, PhD
Jul 28
PyTorch: Learn to Walk Before You Run — Part 2
PyTorch: Learn to Walk Before You Run — Part 2
Writing your first model class, and increasing the complexity step by step — A beginners guide
Rahul V. Veettil, PhD
Jul 28
PyTorch: Learn to Walk Before You Run — Part 1
PyTorch: Learn to Walk Before You Run — Part 1
A Beginner’s Guide to Pytorch
Rahul V. Veettil, PhD
Jul 28
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