Biased Machines and Where to Find Them
Author(s): Davor Petreski Originally published on Towards AI. Fairness, Ethics Algorithmic Oppression: Biased Machines and Where to Find Them Recent events of racial discrimination in law enforcement and the healthcare industry have shown us how biased and racist humans are. The systemic …
Intro to Neural Networks Part II — Brilliant.org
Author(s): Alison Sin Originally published on Towards AI. What is Training a Neural Network? These are the notes I’ve taken while going through this course at Brilliant.org. 🙂 since a premium membership might not be universally accessible and they did an outstanding …
3 Ways to Collect Big Data with your PC
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. How and where to find data on the internet? This article is intended to be technical. I hope you can apply the content of this article to improve your work and your skills. Photo …
Quantitative Ability — A Requirement for Data Science/Business Analytics Programs
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Analyzing various four-year degree programs that can prepare you for a master’s degree in data science or business analytics Image by Benjamin O. Tayo With several businesses and organizations turning to data …
Loading Different Data Files in Python
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. What is the structure of HDF5 files? Source: Pixabay Don’t we all just love pd.read_csv()… It’s probably the most endearing line from our dear, pandas library. No doubts, when it comes to tabular …
Understanding the IoU Metric in Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision https://images.unsplash.com/photo-1453728013993-6d66e9c9123a?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=1950&q=80 Introduction In this post, we will cover the metric used for the evaluation of the object detection model. The metric is invariant of algorithms whether one uses RCNN, Fast-RCNN, Faster- RCNN, …
AI Ethics: Identifying Your Ethnicity and Gender
Author(s): Allen Jiang Originally published on Towards AI. Exploring Natural Language Processing (NLP) and Machine Learning Why is this an important question? Ultimately this is a stepping stone to answering the ethical question: should we teach Artificial Intelligence to detect your ethnicity? …
NLP News Cypher | 06.07.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by John Fowler on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 06.07.20 Revelations On the North Dakota Canadian border, therein lies a pyramid… declassified A cold war relic, symbolizing …
GPT-3 from OpenAI is here and it’s a Monster
Author(s): Przemek Chojecki Originally published on Towards AI. Machine Learning The newest GPT-3 from OpenAI has 175 billion parameters and it is 10 times larger than the previous largest model, Turing-NLG from Microsoft. The behavior that emerges from this large model is …
6 Minutes Mantra To Create Resources On Google Cloud
Author(s): Ritheesh Baradwaj Yellenki Originally published on Towards AI. Cloud Computing How to create computing resources using Google Deployment Manager within a few steps Made using Canva I have a friend who is good at Machine Learning, like the genius of that …
Design of Experiments in Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Data Science Top highlight Photo by Science in HD on Unsplash Data plays a central role in data science and machine learning. Most often, we assume that the data to be used …
Machine Learning Algorithms For Beginners with Code Examples in Python
Author(s): Towards AI Editorial Team Originally published on Towards AI. Best machine learning algorithms for beginners with coding samples in Python. Launch the coding samples with Google Colab Top highlight Machine Learning Algorithms Tree U+007C Source: Image authored by Sherwin Chen, please …
What are the Sequences?
Author(s): Sanku Vishnu Darshan Originally published on Towards AI. The Vanishing Gradient Problem Photo by Icons8 team on Unsplash Hello, everyone, I welcome you to the Beginner’s Series in Deep Learning with TensorFlow and Keras. This guide will help you understand the …
How to Build and Train Your First Neural Network
Author(s): Davuluri Hemanth Chowdary Originally published on Towards AI. Machine Learning Source: PythonProgramming Before we dive into the process of building the neural network, there are few prerequisites which you need to know. Tensor Tensor Operations Differentiation Gradient Descent Make sure you …
1. Benchmark forecasting
Author(s): Mahbubul Alam Originally published on Towards AI. Data Science Photo by Greg Rakozy on Unsplash Time-series forecasting is one of the most talked-about topics in data science. Not surprisingly, there is a rich forecasting toolbox with many different options to choose …
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