Data Harvesting and R Essentials

Master the art of Data Harvesting and R programming to drive innovation in Internal Audit functions. Our digital marketing-style course offers hands-on experience with data analytics tools and techniques for strategic business enhancements.

updated
intermediate
Data Harvesting and R Essentials
We price match

Public Pricing

MYR 5250

Corporate Pricing

Pax:

Training Fees: MYR 6500/day
Total Fees: MYR 19500 ++

Training Provider Pricing

Pax:

Training Fees: MYR 8400
Material Fees: MYR 600
Total Fees: MYR 9000

Features

3 days
21 modules
12 intakes
English

Subsidies

HRDC Claimable logo

What you'll learn

  • Learn to apply descriptive, predictive, and prescriptive analytics within IA
  • Understand the role of data analytics in enhancing IA functions
  • Explore roles within DA IAG teams & familiarize with big data tools
  • Perform customer segmentation using Python & R clustering techniques
  • Develop skills to fit linear models and assess overfitting
  • Acquire expertise in ARIMA for time series analysis
  • Create impactful visualizations with Tableau for insightful dashboards
  • Gain proficiency in hypothesis testing and variance analysis using R

Why should you attend?

Data Harvesting and R Essentials is a comprehensive course designed to equip learners with the necessary skills to leverage data analytics within Internal Audit (IA) functions. The curriculum delves into the transformative impact of data analytics on performance, cost, accuracy, and innovation, providing a clear understanding of how these improvements can be achieved through an insight-driven IA model. The course covers various analytical approaches including descriptive, predictive, and prescriptive analytics, as well as the deployment of Data Analytics (DA) through a structured four-phase approach. Participants will engage in hands-on exercises assessing DA maturity, customer segmentation, and creating recommenders using R programming language. Further exploration into hypothesis testing and variance using R will solidify foundational knowledge in statistical methods such as Chi-square, Binomial testing, P and T-testing, as well as ANOVA. The course also emphasizes the application of linear models and regression techniques to fit complex data sets and avoid overfitting. Advanced topics like ARIMA for time series analysis highlight cyclicality, seasonality, and trends crucial for predictive analytics. Through case studies and practical applications in areas like customer segmentation and predictive analytics using Python alongside R, learners will gain insights into clustering and classification techniques essential for identifying potential customers. The course culminates with an emphasis on the roles and responsibilities within DA IAG teams and tools used for big data storage and visualization.

Course Syllabus

Day 1 - Business Case Analytics
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 1
Day 2 - Hands-on R Testing
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 2
Day 3 - Advanced Analytics Applications
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 3

Instructor

Loading...
Tarun Sukhani Founder & CTO Teaching

Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of comprehensive industry experience spanning multinational corporations across the US, Europe, Asia, South America, and the Middle East. His extensive background encompasses senior executive roles including CIO/CTO, director, and board member positions at renowned organizations such as Dell, AMD, and Experian, as well as regional conglomerates like Indra in Asia Pacific. This diverse corporate experience provides him with unique insights into enterprise-level challenges and solutions across multiple business functions including HR, Finance, Operations, Sales, Risk Management, Engineering, and Accounting. As a highly sought-after trainer, Tarun specializes in an impressive array of cutting-edge technologies and methodologies. His expertise spans Agile/Scrum/SAFe frameworks, enterprise architecture (TOGAF/COBIT/ITIL), cybersecurity (CISSP/CEH/CISO), project management (PRINCE2/PMP), Big Data technologies (Hadoop/Spark), Data Science with Python and R, DevOps practices, Machine Learning/AI, cloud computing, blockchain technologies, and modern development frameworks. This comprehensive skill set enables him to deliver training across the entire technology spectrum, from foundational concepts to advanced implementations. His training delivery extends throughout the Asia Pacific region, including Malaysia, Indonesia, Philippines, Thailand, and Singapore, where he has successfully conducted workshops and training programs for both large enterprises and SMEs. Tarun's client portfolio includes industry leaders such as Dell, AMD, Western Digital, Singtel, CIMB, Digi, Tenaga Nasional, and Sime Darby, demonstrating his ability to work with diverse organizational cultures and technical requirements. Academically, Tarun holds exceptional credentials including an MSc in Information Systems and MBA in Finance and Operations Management from Loyola University Chicago, where he graduated summa cum laude with Beta Gamma Sigma and Alpha Sigma Nu honors. His educational foundation is further strengthened by Bachelor's degrees in Biology, Math, Computer Science, and Business Administration, plus advanced programs from MIT and Stanford in AI, Blockchain, and Entrepreneurship. His extensive certifications as an Agile/Scrum trainer, Java/.NET developer, Machine Learning specialist, and InfoSec expert validate his technical proficiency and commitment to continuous learning, making him an ideal trainer for organizations seeking comprehensive technology education and transformation guidance.'

21 Students
245 Courses
English, Malay, Spanish
25 Years

Instructor

Loading...
Sumitha Kannan Certified Professional Trainer & Quality Auditor Teaching

Ms. Sumitha Kannan is a highly distinguished Certified Professional Trainer & Quality Auditor with over 30 years of expertise in strategic quality management, particularly within the realms of Japanese and US-based multinational corporations and Electronic Manufacturing Service providers. She holds an MSc in Strategic Quality Management from the University of Portsmouth, UK, where her influential dissertation was published and widely cited. A senior member of the American Society for Quality (ASQ) and the International Professional Managers Association (IPMA), UK, she possesses certifications as an ASQ Certified Manager of Quality/Organizational Excellence and ASQ Certified Quality Auditor. Her practical experience is vast, having implemented significant quality-based initiatives such as the establishment of an SME program to enrich employee skills and leading the inaugural World Quality Month event that underscored quality as a collective responsibility. She played a pivotal role in achieving ISO13485 and ESDS20:20 certifications concurrently through adept cross-functional team collaboration. Furthermore, Ms. Kannan has facilitated numerous training sessions on various quality topics aimed at elevating organizational excellence. Her commitment extends to crafting tailored training programs that address specific organizational needs while enhancing overall customer satisfaction and competitive advantage.

23 Courses
English

Minimum Qualification

undergraduate

Target Audience

students
entry level
engineers

Methodologies

lecture
slides
case studies
labs
group discussion

Instructor Reviews

Tarun Sukhani Founder & CTO
review avatar
Michael Wong Shen Kai
3 years ago
3 years ago

He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best.

review avatar
Anak Agung
3 years ago
3 years ago

I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist.

review avatar
Pei Cher Chai
3 years ago
3 years ago

Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business

review avatar
LJ Ong
3 years ago
3 years ago

He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful

review avatar
Aamer S
3 years ago
3 years ago

His knowledge of multiple subjects exceeds far greater than that of any IT or non-IT person I have met or interacted with in a long time. The breadth and depth of the subject matter he has acquired is exemplary.

review avatar
Jovyn Kim
3 years ago
3 years ago

Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took.

review avatar
Srikanth K
3 years ago
3 years ago

Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team.

review avatar
Zulfikri Y
3 years ago
3 years ago

Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions.

review avatar
Marti Sigi
5 years ago
5 years ago

We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!

review avatar
Pravena K
3 years ago
3 years ago

Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel

Sumitha Kannan Certified Professional Trainer & Quality Auditor
review avatar
Renee Lim
1 year ago
1 year ago

Sumitha has in depth quality knowledge and crafting quality strategy by cultivating the quality culture and mindset. She initiated the Quality Month within the organization. Her positive attitude created a motivating atmosphere within the team. Work with Sumitha was a true pleasure.

review avatar
Vincent Weidinger
1 year ago
1 year ago

Sumitha possess a deep understanding of QA methodologies, processes, and tools, and her ability to effectively apply this knowledge has been instrumental in improving product quality and ensuring the successful delivery of projects. Sumitha is highly analytical, detail-oriented, and has a keen eye for identifying potential issues and implementing proactive solutions. One of her greatest strengths is her ability to lead, inspire and coach a team.

FAQs

Why should you attend?

Data Harvesting and R Essentials is a comprehensive course designed to equip learners with the necessary skills to leverage data analytics within Internal Audit (IA) functions. The curriculum delves into the transformative impact of data analytics on performance, cost, accuracy, and innovation, providing a clear understanding of how these improvements can be achieved through an insight-driven IA model. The course covers various analytical approaches including descriptive, predictive, and prescriptive analytics, as well as the deployment of Data Analytics (DA) through a structured four-phase approach. Participants will engage in hands-on exercises assessing DA maturity, customer segmentation, and creating recommenders using R programming language. Further exploration into hypothesis testing and variance using R will solidify foundational knowledge in statistical methods such as Chi-square, Binomial testing, P and T-testing, as well as ANOVA. The course also emphasizes the application of linear models and regression techniques to fit complex data sets and avoid overfitting. Advanced topics like ARIMA for time series analysis highlight cyclicality, seasonality, and trends crucial for predictive analytics. Through case studies and practical applications in areas like customer segmentation and predictive analytics using Python alongside R, learners will gain insights into clustering and classification techniques essential for identifying potential customers. The course culminates with an emphasis on the roles and responsibilities within DA IAG teams and tools used for big data storage and visualization.

What you'll learn

  • Learn to apply descriptive, predictive, and prescriptive analytics within IA
  • Understand the role of data analytics in enhancing IA functions
  • Explore roles within DA IAG teams & familiarize with big data tools
  • Perform customer segmentation using Python & R clustering techniques
  • Develop skills to fit linear models and assess overfitting
  • Acquire expertise in ARIMA for time series analysis
  • Create impactful visualizations with Tableau for insightful dashboards
  • Gain proficiency in hypothesis testing and variance analysis using R

Course Syllabus

Day 1 - Business Case Analytics
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 1
Day 2 - Hands-on R Testing
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 2
Day 3 - Advanced Analytics Applications
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 3

Instructor Reviews

Tarun Sukhani Founder & CTO
review avatar
Michael Wong Shen Kai
3 years ago
3 years ago

He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best.

review avatar
Anak Agung
3 years ago
3 years ago

I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist.

review avatar
Pei Cher Chai
3 years ago
3 years ago

Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business

review avatar
LJ Ong
3 years ago
3 years ago

He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful

review avatar
Aamer S
3 years ago
3 years ago

His knowledge of multiple subjects exceeds far greater than that of any IT or non-IT person I have met or interacted with in a long time. The breadth and depth of the subject matter he has acquired is exemplary.

review avatar
Jovyn Kim
3 years ago
3 years ago

Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took.

review avatar
Srikanth K
3 years ago
3 years ago

Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team.

review avatar
Zulfikri Y
3 years ago
3 years ago

Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions.

review avatar
Marti Sigi
5 years ago
5 years ago

We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!

review avatar
Pravena K
3 years ago
3 years ago

Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel

Sumitha Kannan Certified Professional Trainer & Quality Auditor
review avatar
Renee Lim
1 year ago
1 year ago

Sumitha has in depth quality knowledge and crafting quality strategy by cultivating the quality culture and mindset. She initiated the Quality Month within the organization. Her positive attitude created a motivating atmosphere within the team. Work with Sumitha was a true pleasure.

review avatar
Vincent Weidinger
1 year ago
1 year ago

Sumitha possess a deep understanding of QA methodologies, processes, and tools, and her ability to effectively apply this knowledge has been instrumental in improving product quality and ensuring the successful delivery of projects. Sumitha is highly analytical, detail-oriented, and has a keen eye for identifying potential issues and implementing proactive solutions. One of her greatest strengths is her ability to lead, inspire and coach a team.

We price match

Public Pricing

MYR 5250

Corporate Pricing

Pax:

Training Fees: MYR 6500/day
Total Fees: MYR 19500 ++

Training Provider Pricing

Pax:

Training Fees: MYR 8400
Material Fees: MYR 600
Total Fees: MYR 9000

Features

3 days
21 modules
12 intakes
English

Subsidies

HRDC Claimable logo

Instructors

Loading...
Tarun Sukhani Founder & CTO Teaching

Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of comprehensive industry experience spanning multinational corporations across the US, Europe, Asia, South America, and the Middle East. His extensive background encompasses senior executive roles including CIO/CTO, director, and board member positions at renowned organizations such as Dell, AMD, and Experian, as well as regional conglomerates like Indra in Asia Pacific. This diverse corporate experience provides him with unique insights into enterprise-level challenges and solutions across multiple business functions including HR, Finance, Operations, Sales, Risk Management, Engineering, and Accounting. As a highly sought-after trainer, Tarun specializes in an impressive array of cutting-edge technologies and methodologies. His expertise spans Agile/Scrum/SAFe frameworks, enterprise architecture (TOGAF/COBIT/ITIL), cybersecurity (CISSP/CEH/CISO), project management (PRINCE2/PMP), Big Data technologies (Hadoop/Spark), Data Science with Python and R, DevOps practices, Machine Learning/AI, cloud computing, blockchain technologies, and modern development frameworks. This comprehensive skill set enables him to deliver training across the entire technology spectrum, from foundational concepts to advanced implementations. His training delivery extends throughout the Asia Pacific region, including Malaysia, Indonesia, Philippines, Thailand, and Singapore, where he has successfully conducted workshops and training programs for both large enterprises and SMEs. Tarun's client portfolio includes industry leaders such as Dell, AMD, Western Digital, Singtel, CIMB, Digi, Tenaga Nasional, and Sime Darby, demonstrating his ability to work with diverse organizational cultures and technical requirements. Academically, Tarun holds exceptional credentials including an MSc in Information Systems and MBA in Finance and Operations Management from Loyola University Chicago, where he graduated summa cum laude with Beta Gamma Sigma and Alpha Sigma Nu honors. His educational foundation is further strengthened by Bachelor's degrees in Biology, Math, Computer Science, and Business Administration, plus advanced programs from MIT and Stanford in AI, Blockchain, and Entrepreneurship. His extensive certifications as an Agile/Scrum trainer, Java/.NET developer, Machine Learning specialist, and InfoSec expert validate his technical proficiency and commitment to continuous learning, making him an ideal trainer for organizations seeking comprehensive technology education and transformation guidance.'

21 Students
245 Courses
English, Malay, Spanish
25 Years
Loading...
Sumitha Kannan Certified Professional Trainer & Quality Auditor Teaching

Ms. Sumitha Kannan is a highly distinguished Certified Professional Trainer & Quality Auditor with over 30 years of expertise in strategic quality management, particularly within the realms of Japanese and US-based multinational corporations and Electronic Manufacturing Service providers. She holds an MSc in Strategic Quality Management from the University of Portsmouth, UK, where her influential dissertation was published and widely cited. A senior member of the American Society for Quality (ASQ) and the International Professional Managers Association (IPMA), UK, she possesses certifications as an ASQ Certified Manager of Quality/Organizational Excellence and ASQ Certified Quality Auditor. Her practical experience is vast, having implemented significant quality-based initiatives such as the establishment of an SME program to enrich employee skills and leading the inaugural World Quality Month event that underscored quality as a collective responsibility. She played a pivotal role in achieving ISO13485 and ESDS20:20 certifications concurrently through adept cross-functional team collaboration. Furthermore, Ms. Kannan has facilitated numerous training sessions on various quality topics aimed at elevating organizational excellence. Her commitment extends to crafting tailored training programs that address specific organizational needs while enhancing overall customer satisfaction and competitive advantage.

23 Courses
English

Minimum Qualification

undergraduate

Target Audience

students
entry level
engineers

Methodologies

lecture
slides
case studies
labs
group discussion

FAQs

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