Generate Synthetic Tabular Test Data in Python
In my previous article, I guided you to generate dummy text data using Faker tool in Python. This article is an extension of that. Here I will show how easily …
Machine Learning
Generate Synthetic Text Data with Faker in Python
In this tutorial, I will show some best practice methods to generate synthetic text data in Python, one of them is using a library called Faker. Use of Synthetic Data …
Top 8 Machine Learning Algorithms for Classification
While working in the field of data science we often need to work for classification problems. There are so many classification algorithms in machine learning. In this article, we will …
What are p values in Statistics with simple Examples
P values and Hypothesis testing are common and important terms in statistics, but they can be confusing to understand. In this post, I will explain what P values are and how to interpret them in statistics with real-life examples.
Understand Hypothesis testing with real-life examples
If you are learning or working in the field of Data Science, you should have clear understanding of what are hypothesis testing and p values in statistics. If you learn those two things then understanding any basic machine learning algorithms like linear regression, and logistic regression will be easier for you. In this tutorial I will explain hypothesis testing with real life examples.
What is Reinforcement Learning in Machine Learning
In this post we will explore about: What is Reinforcement Learning? example of reinforcement learning | How RL works | Application of RL | RL python library | Top RL Algorithms
Install MiniConda & setup Environment for Machine Learning
MiniConda is a package management and installation system for machine learning libraries and tools. It provides and easy way to install and update libraries. In this tutorial, I will show you how to install MiniConda and set up the the best environment for machine learning with little space without losing efficiency.
Naive Bayes algorithm in Machine Learning with Python
The Naive Bayes algorithm in machine learning, also known as the Naive Bayes classifier, is one of the simplest and most powerful classification algorithms out there. While it’s certainly not …
Install TensorFlow GPU with Jupiter notebook for Windows
Are you struggling to install Tensorflow with GPU and jupyter notebook in your windows system? This step by step tutorial will assure you for doing that.
Neural network from scratch in Python
Neural Network is used everywhere like speech recognition, face recognition, marketing, healthcare, etc. Artificial Neural networks mimic the behavior of human brain and try to solve any given (data-driven) problem like human. Neural Network consists of multiple …