Ajitesh Kumar

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…

4 years ago

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…

4 years ago

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…

4 years ago

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…

4 years ago

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…

4 years ago

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…

4 years ago

Deep Learning Explained Simply in Layman Terms

In this post, you will get to learn deep learning through simple explanation (layman terms) and examples. Deep learning is…

4 years ago

Bayes Theorem Explained with Examples

In this post, you will learn about Bayes' Theorem with the help of examples. It is of utmost importance to get a good…

4 years ago

Joint & Conditional Probability Explained with Examples

In this post, you will learn about joint and conditional probability differences and examples. When starting with Bayesian analytics, it is very important to…

4 years ago

K-means Clustering Elbow Method & SSE Plot – Python

In this plot, you will quickly learn about how to find elbow point using SSE or Inertia plot with Python code and…

4 years ago

Adaboost Algorithm Explained with Python Example

In this post, you will learn about boosting technique and adaboost algorithm with the help of Python example. You will…

4 years ago

Hard vs Soft Voting Classifier Python Example

In this post, you will learn about one of the popular and powerful ensemble classifier called as Voting Classifier using…

4 years ago

Keras Hello World Example

In this post, you will learn about how to set up Keras and get started with Keras, one of the…

4 years ago

PyTorch – How to Load & Predict using Resnet Model

In this post, you will learn about how to load and predict using pre-trained Resnet model using PyTorch library. Here…

4 years ago

How to install PyTorch on Anaconda

This is a quick post on how to install PyTorch on Anaconda and get started with deep learning projects. As a machine…

4 years ago

Python – Nested Cross Validation for Algorithm Selection

In this post, you will learn about nested cross validation technique and how you could use it for selecting the most optimal…

4 years ago