Trends in AI — November 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Argo.AI shutdown, Jasper.AI, and Stability.AI get massive funding, FLAN-T5 LLM, Neural Audio Compression from Meta, You-only-live-once, Dreamfusion, the new MTEB benchmark for sentence embeddings, Imitation Learning for Urban Driving, and much, much …
My Journey To Becoming a TensorFlow Certified Developer
Author(s): Pere Martra Originally published on Towards AI. Passing the TensorFlow Developer Certificate exam is a goal for many people who want to get into deep learning. I would like to explain how I managed to pass without having previous experience in …
(Part Final) Fostering Criminal Justice with Data Science
Author(s): Vincent Liu Originally published on Towards AI. A final story about who they are and who we are Source: Official NIBRS Website Note: This is the last part of the series published by Towards AI that focuses on using R tidyverse …
All Types of ML Accelerators
Author(s): Luhui Hu Originally published on Towards AI. AI Engineering Comprehensive overview of machine learning accelerators from training to serving The past decade has been the era of deep learning. We are thrilled with unstopping milestones from AlphaGo to DELL-E 2 and …
Analyzing The Data
Author(s): Rijul Singh Malik Originally published on Towards AI. Top highlight A blog series about how to analyze data. Photo by Carlos Muza on Unsplash Data Analysis: An Introduction Data analysis is a set of methodical techniques used to describe and summarize …
Binary Classification Using Logistic Regression vs Visualizations
Author(s): Gurami Keretchashvili Originally published on Towards AI. How to visualize a dataset using Seaborn? how to create a machine learning model using logistic regression? Power of good visualization. This member-only story is on us. Upgrade to access all of Medium. In …
Code Reproducibility Crisis in Science And AI
Author(s): Salvatore Raieli Originally published on Towards AI. Saving AI and scientific research requires we share more images generated by the author using OpenAI’s DALL-E 2 Modern science suffers from a reproducibility problem. Typically, the output of a scientific project is to …
Setting Up Data Science Teams For Success
Author(s): Ori Cohen Originally published on Towards AI. By providing data, product & ML engineering functions This member-only story is on us. Upgrade to access all of Medium. Figure 1: The Three Pillars Of Data Science, Dr. Ori Cohen. It seems like …
Airflow Production Tips — Grouped Failures and Retries
Author(s): Guilherme Banhudo Originally published on Towards AI. Photo by Jackson Simmer on Unsplash Apache Airflow has become the de facto standard for Data Orchestration. However, throughout the years and versions, it accumulated a set of nuances and bugs which can hinder …
(Part I) Fostering Criminal Justice with Data Science
Author(s): Vincent Liu Originally published on Towards AI. A Data-driven Analysis of the Uniform Crime Report 2021 DC Arrest Data Source: Official NIBRS Website As a crime researcher, I am always intrigued by the questions of how many crimes were committed in …
Logistic Regression with BigQuery ML in 6 Steps
Author(s): Tirendaz AI Originally published on Towards AI. A step-by-step guide to building a logistic regression model with SQL using BigQuery ML. Image by Freepik Introduction A logistic regression model is a type of statistical model that is used to predict the …
The Gradient Descent Algorithm
Author(s): Towards AI Editorial Team Originally published on Towards AI. Image by Anja from Pixabay The what, why, and hows of the gradient descent algorithm Author(s): Pratik Shukla “The cure for boredom is curiosity. There is no cure for curiosity.” — Dorothy …
Top 5 Machine Learning Industries in 2022
Author(s): Mostafa Ibrahim Originally published on Towards AI. Machine learning is rapidly expanding into a lot of industries and sectors! This member-only story is on us. Upgrade to access all of Medium. Source While artificial intelligence was no more than a theoretical …
AI Policy: Impact on National Security
Author(s): Rajesh Verma Originally published on Towards AI. Politics U+007C Ethics U+007C Technology Analyzing the long-term national security impact of adopting Artificial Intelligence (AI) and how AI policy can help regulate that is critical. Adopting AI, or the lack thereof, will impact …
Building a Content-Based Recommender System
Author(s): Edoardo Bianchi Originally published on Towards AI. A simple web application for movie recommendations This member-only story is on us. Upgrade to access all of Medium. The recommender app. Image by the author. Recommender systems (RSs) are everywhere. Amazon, Netflix, Spotify, …
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