Author: Anurag

algorithms 0

11 Data Mining Algorithms

1. Regression & Classification Linear Multivariate Linear Logistic Softmax Vectorization Gradient Calculation Stochastic Gradient Descent (SGD) Optimizers and Objectives 2. Regularization Ridge regression 3. Clustering k – Means EM Algorithms...

Python Libraries for Data Science 0

Python Libraries for Data Science

Data Analysis – Machine Learning Pandas (data preparation) Pandas help you to carry out your entire data analysis workflow in Python without having to switch to a more domain specific...

Data Processing Command Line Tools 0

Data Processing Command Line Tools

A series of operations on data, to retrieve, transform or classify information, Also the collection and manipulation of items of data to produce meaningful information are known as Data Processing, Some useful...

CAP theorem 1

CAP Theorem: Big Data

When you’ll start working with NoSQL databases, sooner or later you come across CAP theorem, The theorem published by Eric Brewer in 2000, that describe any distributed system. In a distributed database system C...