DBT — The One Tool To Rule Them All
Author(s): Sarah Floris Originally published on Towards AI. 1. dbt-codegen⁴ This member-only story is on us. Upgrade to access all of Medium. Data Build Tool (DBT) gets you reliably better data quality. Photo by Pankaj Patel on Unsplash Figuring out what is …
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 …
Understanding Type-I and Type-II Errors in Hypothesis Testing
Author(s): Deepak Chopra | Talking Data Science Originally published on Towards AI. An under-the-hood look into the concepts that underpin the all-important statistical hypothesis testing. This member-only story is on us. Upgrade to access all of Medium. (image by author) Knowingly or …
Data-centric vs. model-centric
Author(s): Paul Dovidavicius Originally published on Towards AI. Data-Centric AI: Decoding the Hype Data-centric approaches to Model Centric-focus on AI Photo by fauxels from Pexels The database and its impact on the quality of ML-based solutions provide different sessions, and it’s important …
Why not Linear Regression?
Author(s): Akash Dawari Originally published on Towards AI. All About Logistic Regression In this article we will understand Logistic Regression and try to answer the following questions: What is Logistic Regression? Why not Linear Regression? Why Logistic Regression? When Logistic Regression? How …
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 …
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, …
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 …
Tableau: What it is? Why it is the best? A road to Tableau Desktop Specialist Certification (with Sample Questions)
Author(s): Daksh Trehan Originally published on Towards AI. Chapter 1: A comprehensive guide to Tableau, Business Intelligence, Data Visualization, and Tableau Certifications with free Udemy dumps It is hard to stay relevant in the data field and still not know about Tableau. …
Simple, Good Sentiment Classification
Author(s): Pratish Originally published on Towards AI. Sentiment classification using MultinomialNB This member-only story is on us. Upgrade to access all of Medium. Photo by Tanner Boriack on Unsplash In this article, I am taking one of the state-of-the-art papers[1] which takes …
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