Backtesting Machine Learning Models the Uber Way
Author(s): Jesus Rodriguez Originally published on Towards AI. The architecture is used to regularly back-test hundreds of forecasting models at Uber. This member-only story is on us. Upgrade to access all of Medium. Image Credit: Uber I recently started an AI-focused educational …
How to Create and Use Multi-Index DataFrame to Scale Up Your Data Analysis
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Details of Multi-Index DataFrame: Create, Slice and Index, and Analyze Photo by Pacto Visual on Unsplash This member-only story is on us. Upgrade to access all of Medium. In most of the DataFrames, …
Top 3 Data Science Courses Every Data Scientist Should Consider
Author(s): Alexandros Zenonos, PhD Originally published on Towards AI. Online courses for data scientists This member-only story is on us. Upgrade to access all of Medium. Photo by Avel Chuklanov on Unsplash As someone interested in data science, you might be wondering …
Here’s a Little Secret:
Author(s): Ricky Costa Originally published on Towards AI. Photo by Rishabh Pandoh on Unsplash Sparse Transformers U+007C A Demo How fast can BERT go with sparsity? If you want to analyze how fast 19 sparse BERT models perform inference, you’ll only need …
Creating Folders
Author(s): Daksh Trehan Originally published on Towards AI. Folders, Groups & Hierarchies: A Road to Tableau Desktop Specialist Certification Chapter 7: A comprehensive guide to creating folders, groups, and hierarchies in Tableau with included sample questions from the exam Welcome to the …
Transformers: What Are They and How Can I Make One?
Author(s): Jonty Haberfield Originally published on Towards AI. A simple summary of Transformers for NLP tasks, and a guide to making a Transformer for text generation with PyTorch. This member-only story is on us. Upgrade to access all of Medium. Photo by …
Machine Learning A-Z Briefly Explained
Author(s): Gencay I. Originally published on Towards AI. Regression Model in Weight Prediction This member-only story is on us. Upgrade to access all of Medium. Image by Author In this article, I attempt to indicate to you machine learning A-Z briefly. You …
What is Ensemble Technique?
Author(s): Akash Dawari Originally published on Towards AI. All About Ensemble Techniques In this article we will try to understand the idea of the ensemble in the context of machine learning by answering the following questions: What are Ensemble Techniques? What are …
Blue vs Green, Dimensions vs Measures, Discrete vs Continuous: A Road to Tableau Desktop Specialist Certification
Author(s): Daksh Trehan Originally published on Towards AI. Chapter 6: Clear Comparison between Blue & Green pills, Dimensions & Measures, Discrete & Continuous, Measure Names & Measure Values with sample questions Welcome to the sixth chapter, In this piece, we are going …
Understanding every bit of Dummy Variables — Must for AI and ML Engineers
Author(s): Supriya Ghosh Originally published on Towards AI. Top highlight Introduction Dummy variables are widely used in Data Science and Machine Learning due to the qualitative nature of dependent and independent variables. Qualitative includes categorical variables which mean variables can be classified …
Time Series Data Visualization In Python
Author(s): Youssef Hosni Originally published on Towards AI. A practical guide for time series data visualization in Python This member-only story is on us. Upgrade to access all of Medium. Time series data is one of the most common data types in …
An Overview of the SQL Query Clauses and Functions
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Can be used as a cheat sheet Photo by Ignacio Amenábar on Unsplash This member-only story is on us. Upgrade to access all of Medium. SQL is probably the most widely used tool …
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 …
Beginner Tips for Getting Started with Azure Machine Learning
Author(s): Andrew Blance Originally published on Towards AI. Getting ready for the DP-100 Azure Data Science Associate exam. Image by Alan Warburton / © BBC / Better Images of AI / Nature / CC-BY 4.0 The end-to-end pipeline for a data science …
Time Series Data Analysis In Python
Author(s): Youssef Hosni Originally published on Towards AI. A practical guide for time series data analysis in Python Pandas This member-only story is on us. Upgrade to access all of Medium. Time series data is one of the most common data types …
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