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    Certified Financial Analytics Practitioner Course

    BY
    Henry Harvin

    Brochure Enquire
    Mode

    Online

    Duration

    4 Days

    Fees

    ₹ 13500 15000

    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

    • Analytics Definition and
    • Applications
    • Quiz Module 1

    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

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