5 Commonly Used Python Datasets
Author(s): Yeung WONG Originally published on Towards AI. There are some handy datasets ready to be analysed and can be easily obtained from Python scikit-learn package Scikit-learn (sklearn) provides several datasets that are useful for practicing machine learning techniques. These datasets can …
5 Commonly Used Python Datasets
Author(s): Yeung WONG Originally published on Towards AI. There are some handy datasets ready to be analysed and can be easily obtained from Python scikit-learn package This member-only story is on us. Upgrade to access all of Medium. Scikit-learn (sklearn) provides several …
ChatGPT Guide for Machine Learning Top 100 Most Important Prompts
Author(s): Gencay I. Originally published on Towards AI. Mastering Machine Learning with ChatGPT: The Top 100 Most Important Prompts for Deep Learning, AI, Machine Learning, and Computer Vision This member-only story is on us. Upgrade to access all of Medium. Image by …
An Overview of Extreme Multilabel Classification (XML/XMLC)
Author(s): Kevin Berlemont, PhD Originally published on Towards AI. Photo by Artem Maltsev on Unsplash Who hasn’t been on Stack Overflow to find the answer to a question? Correctly predicting the tags of the questions is a very challenging problem as it …
Deep Learning at Rescue: Loan Application Approval
Author(s): Supreet Kaur Originally published on Towards AI. AI can not only automate the credit decision process, it can also make it more efficient and accurate. Machine learning algorithms can be trained on historical loan data to predict the likelihood of …
Which ML Algorithm to Choose?
Author(s): Dr. Roi Yehoshua Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. One of the key decisions you need to make when solving a data science problem is which machine learning algorithm to …
Decision Tree Classification — What is Expected from It?
Author(s): Sujeeth Kumaravel Originally published on Towards AI. You have a dataset of 20 cars. Among them, 10 are luxury cars, and the other 10 are non-luxury. This dataset is represented in the node shown below. A node is essentially a set …
Logistic Regression Simply Explained in 5 minutes
Author(s): Serafeim Loukas, PhD Originally published on Towards AI. A simple and gentle introduction to Logistic Regression with Python code & a working example This member-only story is on us. Upgrade to access all of Medium. Figure made by the author using …
A Simple Adjustment Improves Out-of-Distribution Detection for Any Classifier
Author(s): Ulyana Tkachenko Originally published on Towards AI. Authors: Ulyana Tkachenko, Jonas Mueller, Curtis G. Northcutt Original Image by Author Anyone who has tried training ML models on real-world datasets (not the perfectly curated data we work with in school) has probably …
Improve Your Classification Models With Threshold Tuning
Author(s): Edoardo Bianchi Originally published on Towards AI. A practical and essential guide This member-only story is on us. Upgrade to access all of Medium. Photo by Denisse Leon on Unsplash Threshold tuning is an important and necessary step in the Data …
A Short Journey To Deep Learning
Author(s): Bala Gopal Reddy Peddireddy Originally published on Towards AI. Understanding Artificial Neural Network (ANN) With An Example…U+1FAC0 Photo by Mahdis Mousavi on Unsplash Overview of the article This article is mainly about the understanding of Artificial neural networks (ANN) and their …
Calculating Nutrition Facts with Computer Vision — Foodify.ai
Author(s): Durgesh Samariya Originally published on Towards AI. Computer Vision A Computer Vision-based Indian Food Detection and Nutrition Calculation App Photo by rajat sarki on Unsplash The second most populous country in the world, India has enjoyed steady economic growth and has …
Dealing with Class Imbalance — Dummy Classifiers
Author(s): Abhijeet Sahoo Originally published on Towards AI. Image credit: https://datascience.aero/ Let me paint a picture for you, you are a beginner to the field of Data Science and have started making your first ML model for predictions and found the accuracy …
Here’s the Pipeline:
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Andy Kelly on Unsplash This article explains the important parts of a Regression/Classification Pipeline (the differences have been shown wherever required). Additional points can be added based on the domain and industry …
Checking the Sentiment of a Tweet Using Machine Learning
Author(s): Saikat Biswas Originally published on Towards AI. Image Source: Unsplash Let’s see some tweets and classify them as positive or negative sentiment When we hear the word Twitter, what does it ring to our ears? Well, for some, its a source …
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