The Normal Equation: The Calculus, the Algebra, and The Code
Author(s): Skander Menzli Originally published on Towards AI. Photo by Antoine Dautry on Unsplash Introduction: The normal equation is a closed-form solution used to solve linear regression problems. It allows us to directly compute the optimal parameters of the line (hyperplane) that …
Six Amazing Unknown Python Libraries
Author(s): Dhilip Subramanian Originally published on Towards AI. Cool python libraries for Data Engineering and NLP Photo by Jamie Fenn on Unsplash I’ve been using Python extensively for the last five years. As a result, I’m always looking for amazing libraries that …
Navigating the World of Data Engineering: A Beginner’s Guide.
Author(s): Data Science meets Cyber Security Originally published on Towards AI. A GLIMPSE OF DATA ENGINEERING U+2764 IMAGE SOURCE: BY AUTHOR Data or data? No matter how you read or pronounce it, data always tells you a story directly or indirectly. Data …
Step-By-Step Machine Learning Project in Python — Credit Card Fraud Detection
Author(s): Fares Sayah Originally published on Towards AI. Demonstration of How to Handle Highly Imbalanced Classification Problems Photo by CardMapr on Unsplash What is Credit Card Fraud? Credit card fraud occurs when an individual uses someone else’s credit card or account information …
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting
Author(s): Berend Originally published on Towards AI. Image by Author. This article, written by Berend Gort, details a project he worked on as a Research Assistant at Columbia University. The project will be generously donated to the open-source AI4Finance Foundation, which aims …
The Impact of AI on Healthcare
Author(s): Andrew Austin Originally published on Towards AI. How the World Health Organization sees Applications of Artificial Intelligence for Healthcare This member-only story is on us. Upgrade to access all of Medium. This is part of a 10-part series about the Ethics …
The Impact of AI on Healthcare
Author(s): Andrew Austin Originally published on Towards AI. How the World Health Organization sees Applications of Artificial Intelligence for Healthcare This member-only story is on us. Upgrade to access all of Medium. This is part of a 10-part series about the Ethics …
Identifying Traditional Nigerian Textiles using Artificial Intelligence on Android Devices ( Part 1 )
Author(s): Oluwatimilehin Ogidan Originally published on Towards AI. Nigeria is a country blessed by God with 3 major ethnic groups( Yoruba, Hausa, and Ibo) and these different ethnic groups have their different cultural differences in terms of dressing, marriage, food, etc. When …
This Is Your Brain On Code
Author(s): Salvatore Raieli Originally published on Towards AI. New research highlights what happens in the brain while coding This member-only story is on us. Upgrade to access all of Medium. Functional magnetic resonance imaging (fMRI) is a widely used diagnostic technique in …
Deep Learning Explained: Perceptron
Author(s): Clément Delteil Originally published on Towards AI. The key concept behind every neural network. This member-only story is on us. Upgrade to access all of Medium. Source: Image by Gerd Altmann from Pixabay Nowadays, frameworks such as Keras, TensorFlow, or PyTorch …
Sales Prediction| Using Time Series| End-to-End Understanding| Part -2
Author(s): Yashashri Shiral Originally published on Towards AI. Sales PredictionU+007C Using Time SeriesU+007C End-to-End UnderstandingU+007C Part -2 Sales Forecasting determines how the company invests and grows to create a massive impact on company valuation. This is part 2, and you will learn …
Sales Prediction| Using Time Series| End-to-End Understanding| Part -2
Author(s): Yashashri Shiral Originally published on Towards AI. Sales PredictionU+007C Using Time SeriesU+007C End-to-End UnderstandingU+007C Part -2 Sales Forecasting determines how the company invests and grows to create a massive impact on company valuation. This is part 2, and you will learn …
Will AI Replace Cybersecurity Jobs?
Author(s): Taimur Ijlal Originally published on Towards AI. Do cybersecurity jobs have a limited lifespan as AI becomes better and better at securing stuff? This member-only story is on us. Upgrade to access all of Medium. Photo by h heyerlein on Unsplash …
Transform Your Data Science Project: Discover the Benefits of Storing Variables in a YAML File
Author(s): Shivamshinde Originally published on Towards AI. This blog post will discuss the benefits of using a YAML file as a central repository for storing variables, parameters, and hyper-parameters in a data science project. It will explain how this method of storage …
Advanced Quantum Machine Learning- Project Tutorial
Author(s): SPX Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Welcome to the world of quantum machine learning! As you may already know, quantum computing has the potential to revolutionize the field of …
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