This AI newsletter is all you need #8
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI This week’s highlight is surely Meta’s new chatbot: BlenderBot 3. BlenderBot 3 is accessible to everyone in the U.S. to chat with in order to collect …
A Complete End-to-End Machine Learning Based Recommendation Project
Author(s): Gowtham S R Originally published on Towards AI. A machine learning recommendation project based on collaborative filtering and popularity-based filtering image from Unsplash uploaded by Toa Heftiba What is a recommendation system? Whenever we visit a shopping mall to buy a …
NLP Use Case With AWS Comprehend
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. This article covers concepts of Natural Language Processing and how to derive insights from text data using the components of AWS Comprehend. Photo by Robert Collins on Unsplash The topic of discussion! 1. The …
Function to load training data
Author(s): Hudson Ko Originally published on Towards AI. Fail to load the images as training inputs due to memory error? This 5-minute article can save you 5 hours or even more. This member-only story is on us. Upgrade to access all of …
MoneyBalling Cricket: Predicting Centuries — Base Model
Author(s): Arslan Shahid Originally published on Towards AI. Data preparation & binary classification modeling of centuries in cricket Image from Pexel. Image by Mahafuzur Rehman Centuries are a celebrated event in cricket, usually resulting in match-winning innings by the batsman. As a …
The Universe of “Data Science” Roles
Author(s): Shahrokh Barati Originally published on Towards AI. Data Scientist vs. Data Analyst vs. Data Engineer vs. ML Engineer vs. MLOps Engineer vs. [insert your fancy role title here]… This member-only story is on us. Upgrade to access all of Medium. Visual …
Learn with me: Linear Algebra for Data Science — Part 4: Singular Value Decomposition
Author(s): Matthew Macias Originally published on Towards AI. Welcome to the next part of the linear algebra series! We will be covering the Singular Value Decomposition and its immense role in Data Science. This article will be more technical than the previous, …
Trends in AI — August 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight 3% of Google’s new code is written by a Language Model, DeepSpeed for making inferences with a Trillion-scale Mixture of Experts, Beating neural scaling laws, prompting in Information Retrieval, Language …
A Guide To Predictive Lead Scoring Using Machine Learning
Author(s): Yashashri Shiral Originally published on Towards AI. Lead scoring is a valuable tool while implementing a marketing strategy, and in this article, you will understand how you can do it using Machine learning. In the article, I’m covering → What is …
Neural Entity Linking at JPMorgan Chase
Author(s): Harshit Sharma Originally published on Towards AI. JPMC published a paper in 2021 highlighting their approach to Entity Linking. This article summarizes the problem statement, solution, and other key technical components of the paper What is Entity Linking? It's the task …
This AI newsletter is all you need #6
Author(s): Towards AI Editorial Team Originally published on Towards AI. We are excited to announce that we will partner with the MineRL competition we shared a few weeks ago and host a Q&A on the server with one of the organizers/deep mind …
5 Roles for Data Scientists
Author(s): Rijul Singh Malik Originally published on Towards AI. A blog about the five roles a data scientist can play in an organization Photo by Towfiqu barbhuiya on Unsplash 1. Tell a story. Data is the new oil, we are told. But …
Non-Linear Models
Author(s): Dr. Marc Jacobs Originally published on Towards AI. When the formula looks nice but is hurting the analysis This is not my first blog concerning non-linear models. In fact, if you sift through my lists of blogs, you can see I …
How do I Verify the Assumptions of Linear Regression?
Author(s): Gowtham S R Originally published on Towards AI. What are the assumptions of linear regression? and how to verify them with python? Photo from Unsplash uploaded by Thong Vo Linear regression is a model that estimates the relationship between independent variables …
A Short Journey To Deep Learning
Author(s): Bala Gopal Reddy Peddireddy Originally published on Towards AI. Understanding Artificial Neural Network (ANN) With An Example…U+1FAC0 Photo by Mahdis Mousavi on Unsplash Overview of the article This article is mainly about the understanding of Artificial neural networks (ANN) and their …
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