All Aboard the Pandas Express – How to Speed up Data Preprocessing using Pandas in Python
Overview Pandas is the Swiss Army Knife of data preprocessing tasks in Python but can be cumbersome when dealing with large amounts of data …
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Precision vs. Recall – An Intuitive Guide for Every Machine Learning Person
Overview Precision and recall are two crucial yet misunderstood topics in machine learning We’ll discuss what precision and recall are, how they work, and …
Top 4 Sentence Embedding Techniques using Python!
Overview Learn about the word and sentence embeddings Know the top 4 Sentence Embedding Techniques used in the Industry Introduction The ability of …
Top 4 Pre-Trained Models for Image Classification with Python Code
Introduction The human brain can easily recognize and distinguish the objects in an image. For instance, given the image of a cat and dog, …
Bias and Variance in Machine Learning – A Fantastic Guide for Beginners!
Overview Learn to interpret Bias and Variance in a given model. What is the difference between Bias and Variance? How to achieve Bias and …
Feature Transformation and Scaling Techniques to Boost Your Model Performance
Overview Understand the requirement of feature transformation and scaling techniques Get to know different feature transformation and scaling techniques including- MinMax Scaler Standard Scaler …
A Comprehensive Guide to 21 Popular Deep Learning Interview Questions and Answers
Overview Looking to crack your next deep learning interview? You’ve come to the right place! We have put together a list of popular deep …
6 Python Libraries to Interpret Machine Learning Models and Build Trust
The Case for Building Trust in Machine Learning Models There are approximately 1.2 billion vehicles on the roads around the world. Here’s a bamboozling …
Top 6 Open Source Pretrained Models for Text Classification you should use
Introduction We are standing at the intersection of language and machines. I’m fascinated by this topic. Can a machine write as well as Shakespeare? …
Getting into Deep Learning? Here are 5 Things you Should Absolutely Know
Starting your Deep Learning Career? Deep learning can be a complex and daunting field for newcomers. Concepts like hidden layers, convolutional neural networks, backpropagation …
