## Course Name: – Learn Data Science – Do Programming using R in 2 days

## Date: – Sat 06th Jan 2018 and Sun 07th Jan 2018.

## Cost: –

## Booking between 08 Dec to 23 Dec 2017 – 1000 INR discount, you pay 6000 INR

Booking between 24 Dec to 30 Dec 2017 – 500 INR discount, you pay 6500 INR

Booking between 31 Dec to 05 Jan 2018 – 0 INR discount, you pay 7000 INR

## How to Join?

Click Here

## Key Features

- No PPT’s completely Hands-on Data Science – R programming training.
- Lunch & Tea will be provided.
- Installation required in your laptop for training
- R download link, get from here

- All at only 7000 INR

*Day 1 – First Day*

1st and 2nd Hour | Introduction to RIntroduction to RR Packages
if statements for statements while statements repeat statements break and next statements switch statement scan statement Executing the commands in a File |

3rd Hour | Data structures Vector Matrix Array Data frame List |

4th Hour | FunctionsDPLYR & apply FunctionImport Data File DPLYP – Selection DPLYP – Filter DPLYP – Arrange DPLYP – Mutate DPLYP – Summarize |

5th and 6th Hour | Data visualization in R Bar chart, Dot plot Scatter plot, Pie chart Histogram and Box plot Heat Maps World Cloud |

7th Hour | Introduction to statistics Type of Data Distance Measures (Similarity, dissimilarity, correlation) |

8th Hour | Euclidean space. Manhattan |

*Day 2 – Next Day*

1st and 2nd Hour | Minkowski Cosine similarity Mahalanobis distance Pearson’s correlation coefficient Probability Distributions |

3rd Hour | Hypothesis Testing IHypothesis Testing Introduction Hypothesis Testing – T Test, Anova |

4th Hour | Hypothesis Testing IIHypothesis Testing about population Chi Square Test F distribution and F ratio |

5th Hour | Regression AnalysisRegression Linear Regression Models Non Linear Regression Models |

6th Hour | ClassificationClassification Decision Tree Logistic Regression Bayesian Support Vector Machines |

7th Hour | ClusteringClustering K-means Clustering and Case Study DBSCAN Clustering and Case study Hierarchical Clustering Monitoring (actuators) Web service using Spring boot |

8th Hour | AssociationAssociation Apriori Algorithm Candidate Generation Visualization on Associated Rules |