Predicting Churn Rate in a Bank Using Artificial Neural Network with Keras
Author(s): Shaibu Samuel Originally published on Towards AI. Case Study: A virtual bank has been experiencing challenges with customers excessively leaving the bank. Some customers even exit the bank with unpaid loans, which has been affecting the productivity of the bank. The …
Installing Tensorflow on Mac M1 Pro & M1 Max
Author(s): Nikos Kafritsas Originally published on Towards AI. 1. Problem installing tensorflow-deps (e.g. the grpcio package) Top highlight This member-only story is on us. Upgrade to access all of Medium. Works on regular Mac M1 too! Photo by Michail Sapiton on Unsplash …
From Lidar to 3D Renders — Waymo and Google Research
Author(s): Louis Bouchard Originally published on Towards AI. Combine Lidar and regular cameras for 3D object detection! This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! How …
Simple Text Classifier With Basic Machine Learning Model (Part-5)
Author(s): Md. Zubair Originally published on Towards AI. The easiest way to create a text classifier with a basic Machine Learning model for beginners This member-only story is on us. Upgrade to access all of Medium. Image by Author When I get …
Support Vector Machine (SVM) for Binary and Multi-Class Classification: Hands-On with Scikit-Learn
Author(s): Carla Martins Originally published on Towards AI. Using Python and Google Colab This member-only story is on us. Upgrade to access all of Medium. Support Vector Machine (SVM) is a classification algorithm based on the linear model. It allows for binary …
9 Lessons From the Tesla AI Team
Author(s): Gary Chan Originally published on Towards AI. Top highlight What contributes to the success of Tesla, and what you can do While OpenAI is famous for its success in NLP and DeepMind is well known for RL and decision making, Tesla …
Linear Regression With PyTorch in Python
Author(s): Amit Chauhan Originally published on Towards AI. Deep Learning framework for Machine Learning applications This member-only story is on us. Upgrade to access all of Medium. Photo by Emile Perron on Unsplash In this article, we will create a linear regression …
Make Extra Money on the Side With Data Science!
Author(s): Marie Stephen Leo Originally published on Towards AI. Monetize your Machine Learning models using FastAPI, Docker, GCP Cloud Run, and Rapid API in 5 easy steps! This member-only story is on us. Upgrade to access all of Medium. Photo by Alexander …
Original Research to Predict Prime Numbers — Error Convergence Using Data Science
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Using Python to Unlock the Prime Number Pattern Top highlight This member-only story is on us. Upgrade to access all of Medium. I. Sample of primes between 0 and 103(excluded) II. Modular Indexing the …
How to build a complex Hybrid AI model to predict oil and gas projects over costs?
Author(s): Felipe Sanchez Garzón Originally published on Towards AI. Hybrid AI model for energy project cost overruns Photo by Warner on Unsplash This member-only story is on us. Upgrade to access all of Medium. In this post, I will explain step by …
ML Algorithms from scratch in Python
Author(s): Ravi Shankar Originally published on Towards AI. Self notes for behind the scenes mathematical understanding This member-only story is on us. Upgrade to access all of Medium. Goal: To build Machine Learning algorithms in python without using any over-the-shelf ML library …
Towards Artificial Intelligence — Overcoming Data Challenges
Author(s): Ramkumar Hariharan Originally published on Towards AI. The many varieties of messy data, and its fixes “Data Mining is what’s mine is mine and what’s yours is also mine”, Sydney Brenner Using the Data Preprocessing Toolbox is often critical (source: Anete-Lusina, …
Trends in AI — March 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. A monthly selection of ML papers by Zeta Alpha: Audio generation, Gradients without Backprop, Mixture of Experts, Multimodality, Information Retrieval, and more. Image by Zeta Alpha. March has arrived packed with developments …
Meta Just Updated the Largest Computer Vision Model in History
Author(s): Jesus Rodriguez Originally published on Towards AI. SEER v2 represents one of the most important evolutions in self-supervised computer vision models. This member-only story is on us. Upgrade to access all of Medium. Source: https://analyticsindiamag.com/a-guide-to-self-supervised-learning-in-computer-vision/ I recently started an AI-focused educational …
Pandas hacks for a Data Scientist: Part II
Author(s): Anurag Tangri Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. This blog post is in continuation of my first post on Pandas Hacks: Part -I As I mentioned earlier, learning Pandas is …
Recent Posts
