10 Best Python Libraries for Machine Learning and AI
Author(s): Claire D. Costa Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by RealToughCandy.com: Pexels At times, Python developers might encounter situations where they need to use a similar set of codes …
A Comprehensive Guide for Handling Outliers
Author(s): Rohini Vaidya Originally published on Towards AI. Analytics Vidhya Part: 2 In this second part of the statistics series, you will learn about the outliers in the dataset. What is an outlier in a dataset, different types of outliers, what is …
Correlation and Causation: What are the Differences?
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn the differences between both concepts Photo by Sam Moghadam Khamseh on Unsplash In statistics and data science, we often encounter correlation and causation terms. Albeit, the correlation was mentioned more often …
Memorizing Transformer
Author(s): Reza Yazdanfar Originally published on Towards AI. How To Scale Transformers’ Memory up to 262K Tokens With a Minor Change?Extending Transformers by memorizing up to 262K tokens This article is a fabulous attempt to leverage language models in memorizing information by …
A Beginners Guide to Synthetic Data
Author(s): Supreet Kaur Originally published on Towards AI. A Beginner’s Guide to Synthetic Data Data for Machine Learning Model is like the heart of the human body. A model’s success depends on multiple factors, but Data is one of the critical factors …
Avoid These Top 5 Mistakes in Data Science Projects
Author(s): Simranjeet Singh Originally published on Towards AI. Introduction In recent years, the field of data science has grown in importance, and a variety of businesses are now using it. Data science is now a crucial tool for businesses to use when …
The Organizational Impact Of An ML Engineer
Author(s): Ori Cohen Originally published on Towards AI. The intricate relationship between DS teams, ML engineering & production independence The World Of ML Engineering, Shinjuku, Tokyo, Dr. Ori Cohen. These days the role of a Machine Learning Engineer (MLE) is becoming a …
Top 5 Sorting Algorithms Every Programmer Should Know
Author(s): SPX Originally published on Towards AI. Below article we will go through Sorting algorithms and concepts This member-only story is on us. Upgrade to access all of Medium. Stock Photo by Antonio Batinić Sorting algorithms are an essential part of a …
This AI newsletter is all you need #39
Author(s): Towards AI Editorial Team Originally published on Towards AI. Hottest News This member-only story is on us. Upgrade to access all of Medium. The last week in AI was dominated by the sudden release of GPT-4 by OpenAI. We note 4 …
Microsofts MathPrompter Shows How to Use Mathematical Reasoning with Large Language Models
Author(s): Jesus Rodriguez Originally published on Towards AI. Microsoft’s MathPrompter Shows How to Use Mathematical Reasoning with Large Language ModelsThe model uses a four-step process to improve trust and reasoning in mathematical problems. I recently started an AI-focused educational newsletter, that already …
Implementing KNN Classification with TensorlFlow.js
Author(s): Jesse Langford Originally published on Towards AI. By New Africa In this article, I will show how to implement a K-Nearest Neighbor classification with Tensorflow.js. TensorFlow.js is an open-source library for machine learning, capable of running in the browser or on …
Generating Adversaries for CNNs: My Cat Is a Goldfish, so Dont Tax It.
Author(s): Akhil Theerthala Originally published on Towards AI. Discover how to fool CNNs with unexpected images, like a cat that’s actually a goldfish! Learn how to generate adversaries for convolutional neural networks (CNNs) with this informative article. AI has become ubiquitous in …
PCA: Bioinformaticians Favorite Tool Can Be Misleading
Author(s): Salvatore Raieli Originally published on Towards AI. PCA: Bioinformatician’s Favorite Tool Can Be MisleadingA new study assesses how a most used technique can be problematicPhoto by NASA on Unsplash The principal component analysis (PCA)is a popular machine learning technique used for …
The Impact of 5G Technology on IoT & Smart Cities
Author(s): Deepankar Varma Originally published on Towards AI. The Impact of 5G Technology on IoT & Smart Cities The Internet of Things (IoT) and smart cities are projected to be significantly impacted by the advent of 5G technology, which is poised to …