- Analytics Definition and
- Applications
- Quiz Module 1
- Home
- Henry Harvin
- Courses
- Certified Financial Analytics Practitioner
Online
4 Days
₹ 13,500 15,000
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
+1 more
|
Mode of Delivery
Video and Text Based
|
Course and certificate fees
Fees information
₹ 13,500 ₹15,000
certificate availability
Yes
certificate providing authority
Henry Harvin
The syllabus
Module 1: Analytics
Module 2: R Programming Basics
- R Environment and R Studio
- Data Management
- Improving functionality with additional packages
- Quiz Module 2
Module 3: Data Structures & Operators
- Data Structures
- Operators
- Data Types
- Quiz Module 3
Module 4: Data Management
- Subsetting Data
- Restructuring, Reorganizing & Reshaping Data
- Descriptive Statistics
- Quiz Module 4
Module 5: Apply Functions in R
- Loop Family
- Quiz Module 5
Module 6: Aggregate and Table Functions
- Data Summarisation using aggregate
- Data Summarisation using table
- Quiz Module 6
Module 7: Data Manipulation In R
- Data Summarisation using dplyr
- Quiz Module 7
Module 8: Graphs
- Basic Graph Introduction
- Basic Scatter plot
- Basic Boxplot
- Basic Barplot
- Basic Histogram
- Basic Pie-chart
- Quiz Module 8
Module 9: Advanced Graphs
- Introduction to Advance Graph
- ggplot: scatterplot
- ggplot: barplot
- ggplot: heatmap
- Quiz Module 9
Module 10: Linear Regression
- Simple Linear Regression
- Multiple Linear Regression
- Quiz Module 10
Module 11: Logistic Regression
- Logistic regression model
- Summary of model
- Predicting values
- Quiz Module 11
Module 12: Decision Tree Classification
- Decision Tree Regression
- Decision Tree Classification
- Model Building
- Graphical Representation
- Pruning the Tree
- Quiz Module 12
Module 13: Clustering Analysis
- hclust Model Building
- Kmeans Model
- Calculating Distance
- Quiz Module 13
Module 14: Calculating Distance
- Introduction to Association Rule Analysis
- Rule of Association
- Association Rule Model
- Quiz Module 14
Module 15: Date Manipulation
- Introduction to Date Manipulation in R
- Coding for Date Manipulation
- Date Manipulation using Lubridate Package
- Quiz Module 15
Module 16: Time Series Analysis
- Introduction to Time Series Data
- Creating Time Series Data
- Creating Time Series Data using Zoo Package
- Creating Time Series Data using xts Package
- Quiz Module 16