Time Intelligence in Power BI: Capitalize on time
Overview Understand the importance of Time Intelligence functions in Power BI Implement Time Intelligence functions in Power BI with a simple example Introduction …
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Intermediate
Playing with YOLO v1 on Google Colab
Object Detection is a computer vision task in which you build ML models to quickly detect various objects in images, and predict a class …
Selecting the Right Bounding Box Using Non-Max Suppression (with implementation)
Overview Understand the concept of Non-Max Suppression Learn how object detection algorithms use Non-Max Suppression Implement non-max suppression using NMS function in PyTorch Introduction …
Leveraging Machine Learning for Efficiency in Supply Chain Management
Machine learning, deep learning, and AI are enabling transformational change in all fields from medicine to music. It is helping businesses from procuring to …
Understanding and coding Neural Networks From Scratch in Python and R
Note: This article was originally published on May 29, 2017, and updated on July 24, 2020 Overview Neural Networks is one of the most …
10 Techniques to deal with Imbalanced Classes in Machine Learning
Overview Get familiar with class imbalance Understand various techniques to treat imbalanced classes such as- Random under-sampling Random over-sampling NearMiss You can check the …
How to Train an Image Classification Model in PyTorch and TensorFlow
Overview Get an overview of PyTorch and TensorFlow Learn to build a Convolutional Neural Network (CNN) model in PyTorch to solve an Image Classification …
24 Commonly used SQL Functions for Data Analysis tasks
Introduction Anything and everything related to data in the 21st century has become of prime relevance. And one of the key skills for any …
Real-World Machine Learning Case Study: Clustering Transactions Based on Text Descriptions
Introduction We are living in the era of digital technologies. When was the last time you walked into a shop that didn’t have a …
8 SQL Techniques to Perform Data Analysis for Analytics and Data Science
Overview SQL is a must-know language for anyone in analytics or data science Here are 8 nifty SQL techniques for data analysis that ever …
