This is an online course that is structured for all those who are interested to work in the Analytics industry, and is also designed to further aid data analysts, business analysts, data engineers, data scientists, technical managers, and entrepreneurs looking to understand R programming concepts.
By the end of this course, participants will have the leadership toolkit to shape and steer GenAI portfolios across their organization.
Strategic Application
- What is Data Science? Understanding the 4 Vs.
- What is Business Analytics?
- Understanding the data and defining the scope of Business Analytics
- What are Decision models?
- Companies that use R
- Role of a data scientist
- History of R
- About R and R Studio
- Configuration required for R
- Data Types of R
Hands on – on R data types
Simple Statistics using R
Grouping, Loops, Conditional Execution
- Importing data and connecting to database systems
- Merging, concatenating, reshaping data
- Using dplry package for data manipulation
- Write Functions
- Various types of visualization
- Using ggplot package
- Creating Graphs in R – Line plots, Bar charts, Pie charts, Histograms, density plots, Scatter plots
- Why study statistics?
- Applications and types of statistics
- Population vs sample
- Types of data and statistical variables
- Summarize the data and making decisions using summary statistics
- Random Variables, Expected Value
- Probability Distribution
- Standard Deviation and Variance
- Types of Distributions
- Understanding Normal Distribution
- Skewness & Kurtosis
- Types of Sampling
- What is CLT and its application?
- P-value, z score
- T-Distribution and Poisson distribution
- Null and Alternate hypothesis
- Type I and Type II errors
- Inference Statistics
ANOVA - Linear Regression
- Non-Linear Regression
Trees
- Text Analytics
- Rattle
- Forecasting
- Moving Average/Holt Winter
- ARIMA/ARMA
- Use Case
hands-on learning model
Access to sanitized process maps, KPI definitions, candidate initiative lists, and basic cost baselines (time, cycle time, error or rework rates)
Speak with a Cognixia specialist about enrollment options, custom cohorts for your leadership team, or tailored delivery formats for your organization.
One of our specialists will contact you within one business day.
Asked Questions
Find details on duration, delivery formats, customization options, and post-program reinforcement.
Yes, the course completion certificate is provided once you successfully complete the training program. You will be evaluated on parameters such as attendance in sessions, an objective examination, and other factors. Based on your overall performance, you will be certified by Cognixia.
of the future
Enroll your leadership cohort in Designing GenAI Use-Case Portfolios & Business Cases.
Custom cohorts available for enterprise teams.