### Machine Learning and Data Science best courses

Here is a list of top online courses from top universities for data science & machine learning beginners and for those who wants to excel more into data science.You can click...

### Avoid Over fitting & start crossvalidation

Introduction
If you want to learn what is K-fold cross-validation and how is it done in R,then please follow along.Open your RStudio and have fun!!
What is Cross-validation
A model is usually given a...

### Plotting Categorical Variable vs continuous variables

Let's begin Data visualizations from basic to more advanced levels where we can learn about plotting categorical variable vs continuous variable or categorical vs categorical variables.Let's start RStudio and begin typing...

### What is data mining

Data mining is an interdisciplinary subfield of artificial intelligence, machine learning, statistics and so on which involves discovering patterns in large data sets.The goal of the data mining process is...

### How to install R and RStudio

R is popular tool used in Machine Learning,data analytics,business analytics,statistical analysis,bioinformatics.To use R efficiently we need another tool which is called as
integrated development environment (IDE).RStudio is an integrated development environment...

### Applications of Machine Learning

Machine learning and Artificial Intelligence is future of our world. Machine learning enables us to crunch big data (Talking of Petabytes of data ???.. Yes).Machine learning is the subfield of computer...

### Tools for Data Visualization

Let's begin learning about what are the important tools which are used for Data Visualization by Data Scientist,Business Analyst,Data Analyst and so onData visualization involves study of the visual representation of...

### What is Data Analytics???

Discovery, interpretation, and communication of meaningful patterns in data is part of data analytics.Analytics is compulsory for business for describing, predicting, and improving business performance.It involves many fields like Statistics, Mathematics,computer...

### What is Exploratory Data Analysis

Let's begin learning about "What is Exploratory Data Analysis" and about "what techniques are used in Exploratory Data Analysis"Exploratory Data Analysis (EDA) helps in finding hidden information by displaying data...

### Applications of Exploratory Data Analysis

Let's begin learning about "What are the Applications of Exploratory Data Analysis in Machine Learning or Predictive Modelling"Exploratory Data Analysis (EDA) helps in finding hidden information by displaying data in...