Exploring Julia Programming Language: Unit Testing
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Running unit testing in the Julia programming languageImage by Author. Welcome back to this series for exploring the Julia programming language for developing end-to-end machine learning projects U+1F44B. In this post, we’ll dive …
Program Synthesis — Making Code Write Itself
Author(s): Saar Barak Originally published on Towards AI. One term you may have heard but not fully understood is ‘program synthesis,’ often framed as AI’s foray into writing code. This article is the first in a three-part series designed to demystify this …
Inside AGENTS: The New Open Source Framework for Building Semi-Autonomous LLM Agents
Author(s): Jesus Rodriguez Originally published on Towards AI. Top highlight I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. The …
The One Thing You Need To Truly Understand Neural Networks is to Understand …
Author(s): Nandini Tengli Originally published on Towards AI. Neural Networks can learn almost anything. From learning to differentiate between Dogs and Cats to learning to be THE go-to chatbot for 100s of millions of people. Neural Networks seem like magic. What if …
Branch and Bound — Introduction Prior to Coding the Algorithm From Scratch
Author(s): Francis Adrian Viernes Originally published on Towards AI. An Introduction to Integer Problems and One of The Ways to Solve ThemPhoto by Possessed Photography on Unsplash Integer programming (IP) is a special case of linear programming (LP) where the decision variables …
The Hardest of Pandas: pivot_table, stack, and unstack Clearly Explained
Author(s): Bex T. Originally published on Towards AI. Master these head-scratchers like never beforeImage by me with Midjourney While most Pandas expressions read like English, you sometimes face real head-scratchers. Yes, they have intuitive names like cut or pivot but they are …
Provocatively, Microsoft Researchers Say They Found “Sparks of Artificial Intelligence” in GPT-4
Author(s): LucianoSphere Originally published on Towards AI. Just a provocative preprint title, or a real path to Artificial General Intelligence through language?Photo by Michael Behrens on Unsplash In the (very!) dynamic and rapidly evolving realm of artificial intelligence, the quest for Artificial …
Candle and Falcon: A Guide to Large Language Models in Rust
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Step-by-Step Guide to Text Generation Using HuggingFace’s Falcon ModelImage by Author with @MidJourney Artificial Intelligence (AI) continues to shape the way we interact with technology and data. One of the most exciting developments …
The Road to Credible and Value-Driven AI: Start with Asking the Right Questions.
Author(s): Hajar Khizou Originally published on Towards AI. Photo by Mojahid Mottakin on Unsplash The recent advancements in generative AI have caught the attention of businesses, irrespective of their size, in implementing this technology to achieve tangible business benefits. However, many of …
Why and What is Feature Engineering in ML?
Author(s): Amit Chauhan Originally published on Towards AI. Data transformation and selection for machine learningAn image from the Author It is a process of feature transformation and selection or extraction to make the improved data for a machine learning model. It depends …
Regex for the Modern Data Scientist — Part 2
Author(s): Riccardo Andreoni Originally published on Towards AI. Let’s continue our dive into the intriguing world of RegEx and discover its importance for data scientists and software engineers. In the previous article, we analyzed the RegEx fundamental elements. We discovered how patterns …
This AI newsletter is all you need #65
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI, we had developments in AI regulation from the Capitol: tech leaders such as Elon Musk and Mark Zuckerberg joined over …
How to Automatically Explore and Clean Your Data with PandasAI
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Easily clean your data with the promptImage generated with ideogram.ai If you are not subscribed as a Medium Member, please consider subscribing through my referral. We are at the height of Large Language …
Regex for the Modern Data Scientists
Author(s): Riccardo Andreoni Originally published on Towards AI. Let’s dive into the intriguing world of RegEx and discover its importance for data scientists and software engineers. In Data Science and Software Engineering, Regular Expressions, or RegEx, is an indispensable tool. These intricate …
3 Best (Often Better) Alternatives To Histograms
Author(s): Bex T. Originally published on Towards AI. Avoid the most dangerous pitfall of histograms Top highlight Image by me with Leonardo AI Histograms are probably the first plot you might have used as you embark on your journey as a data …
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