Yann LeCun Deep Learning Free Online Course
This post is about listing down free online course materials for deep learning (PyTorch) by none other than Yann LeCun. Here…
Python Implementations of Machine Learning Models
This post highlights some great pages where python implementations for different machine learning models can be found. If you are a data…
Lasso Regression Explained with Python Example
In this post, you will learn concepts of Lasso regression along with Python Sklearn examples. Lasso regression algorithm introduces penalty against…
Python – Extract Text from HTML using BeautifulSoup
In this post, you will learn about how to use Python BeautifulSoup and NLTK to extract words from HTML pages…
Top 10 Data Science Skills for Product Managers
In this post, you will learn about some of the top data science skills / concepts which may be required…
Python – Extract Text from PDF file using PDFMiner
In this post, you will get a quick code sample on how to use PDFMiner, a Python library, to extract…
NLTK Hello World Python Example
In this post, you will learn about getting started with natural language processing (NLP) with NLTK (Natural Language Toolkit), a platform to work with…
8 Key AI Challenges for Telemedicine / Telehealth
In this post, you will learn about some of key challenges of implementing Telemedicine / Telehealth. In case you are working in…
RANSAC Regression Explained with Python Examples
In this post, you will learn about the concepts of RANSAC regression algorithm along with Python Sklearn example for RANSAC…
Mean Squared Error or R-Squared – Which one to use?
In this post, you will learn about the concepts of mean-squared error (MSE) and R-squared, difference between them and which…
Linear Regression Explained with Python Examples
In this post, you will learn about concepts of linear regression along with Python Sklearn examples for training linear regression models. Linear regression belongs…
Correlation Concepts, Matrix & Heatmap using Seaborn
In this post, you will learn about the concepts of Correlation and how to draw Correlation Heatmap using Python Seaborn…
Beta Distribution Explained with Python Examples
In this post, you will learn about Beta probability distribution with the help of Python examples. As a data scientist, it…
Bernoulli Distribution Explained with Python Examples
In this post, you will learn about the concepts of Bernoulli Distribution along with real-world examples and Python code samples. As a…
K-Nearest Neighbors Explained with Python Examples
In this post, you will learn about K-nearest neighbors algorithm with Python Sklearn examples. K-nearest neighbors algorithm is used for solving both classification and…
Local & Global Minima Explained with Examples
In this post, you will learn the concepts of local and global minima with illustrative pictures and examples. Optimization problems are…