CRD: Certified R Developer

• Understand the basics of the R programming language and its capabilities for predictive analytics and data visualization
• Learn how to manipulate, analyze, and visualize data using R
• Gain hands-on knowledge through problem solving and working on assignments and quizzes
• Learn about the various data types and data structures in R
• Learn how to read and write data from various sources, including tabular data files and csv files
• Learn how to perform basic statistics and statistical tests in R
• Learn about data visualization techniques in R, including creating bar charts, scatter plots, and histograms
• Learn about data manipulation techniques in R, including merging dataframes, handling missing values and outliers, and data aggregation
• Learn about the concepts of flow control, debugging tools, and functions in R
• Learn about statistical modeling in R, including simple linear regression, multiple regression, logistic regression, clustering and PCA
• Learn how to apply R in big data analytics and how it is increasingly being seen as a challenger to more traditional statistical and advanced analytic platforms.

None, anyone who is ready to start their Career in Analytics & Data Science can join.
 

New to cybersecurity? Consider opting for CSAU: Certified Security Aware User which is esigned to train learners on the most recent cyber threats and how to defend against them

Module 1:    Introduction to R

• What is R ?
• Downloading and Installing R
• Introduction to the R UI
• Packages Management

 

Module 2:    Data & Data Types in R

• Data Types
• Reading and Writing data
• Reading tabular data files
• Reading from csv files
• Creating a vector and vector operations
• Initializing a data frame
• Control structures
• Selecting data frames by position and name
• Changing directories

 

Module 3:    Statistics in R

• Computing basic statistics
• Comparing means of two samples
• Testing a correlation for significance
• Testing a proportion
• Classical tests (t,z,F)
• Summarizing Data
• Cross tabulation

 

Module 4:    R Data Visualization

• Creating a bar chart, dot plot
• Creating a scatter plot, pie chart
• Creating a histogram and box plot
• Other plotting functions
• Plotting with base graphics
• Plotting with Lattice graphics
• Plotting and coloring in R

 

Module 5:    Data Manipulation in R

• Appending data to a vector
• Combining multiple vectors
• List management
• Merging dataframes
• Data transformation
• Strings and dates
• Outlier detection
• Handling NAs and Missing Values
• Matrices and Arrays
• Logical operations
• Relational operators
• Accessing Variables
• Matrix Multiplication and Inversion
• Managing Subset of data
• Character manipulation
• Data aggregation

 

Module 6:    Functions and Programming in R

• Flow Control: For loop
• If condition
• While conditions and repeat loop
• Debugging tools
• Concatenation of Data
• Combining Vars, cbind, rbind
• Sapply, apply, tapply functions

 

Module 7:    Statistical Modelling in R

• Simple linear regression
• Multiple Regression model
• Logistic regression
• Hierarchical Clustering
• K-Means Clustering
• PCA for Dimensionality Reduction

Certified R Developer

Exam Format : Multiple Choice Question (MCQ)

Exam Questions : 25 Questions

Exam Duration is : 90 Minutes

Exam Pass Mark : 70%

Exam Fees : Inclusive in the Course Fees

CCTIA: Certified Cyber Threat Intelligence Analyst

 

This program is intended for cybersecurity analysts, network and security administrators, entry-level cybersecurity workers, and SOC analysts. This program offers participants a comprehensive understanding of security threats, assaults, vulnerabilities, attacker behaviour, and the cyber death chain. In addition, participants will gain knowledge of the MITRE ATT&CK Framework and how to identify attacker approaches, tactics, and processes to examine compromised indicators and respond to eliminate the attack or incident.

 

CPT: Certified Penetration Tester

 

Certified Penetration Tester is a training and certification program that teaches participants how to do vulnerability assessments and penetration testing for clients. The course covers the most recent attacks and entry points, how to conduct vulnerability assessments on networks and systems, ways to harden networks to secure corporate infrastructure, exploit techniques on network, web, WiFi, and mobile infrastructure, as well as how to prepare and submit vulnerability assessment and penetration test reports.

 

CRTP: Certified Red Team Professional

 

The Certified Red Team Professional (CRTP) training program is a deep-dive, hands-on training course focusing on adversary simulation operations in enterprise contexts. Participants will acquire the offensive technical expertise required to mimic real-world attacks, react to defensive mitigations and responses using a variety of offensive tactics and strategies, and comprehend how to detect modern offensive tradecraft.

 

CSOCA: Certified Security Operation Center (SOC) Analyst

 

This popular cybersecurity course prepares learners to become SOC Analysts, who are responsible for monitoring, assessing, and defending enterprise information systems 24x7x365 in a security operations center (SOC).

 

CSACxO: Certified Security Aware CxO

 

The Certified Security Aware CxO course is designed for board and senior management members of an organization to comprehend cyber security and adopt a proactive approach. The course covers the most recent cyber threats, including mobile hacking, ransomware, advanced persistent threats, and social engineering, in addition to real-world attack use cases.