Business Analytics with R
Master the art of transforming data into actionable insights with our Business Analytics with R course. Dive into data handling techniques, statistics fundamentals and predictive modeling for a robust analytical skill set. Enroll now for an immersive learning experience featuring practical case studies.
- Available in:
- Malaysia

Training Provider Pricing
Pax:
Features
Subsidies

What you'll learn
- Learn about different types of analytics and their application in various business domains
- Develop proficiency in creating predictive models using linear regression analysis
- Explore advanced topics such as ANOVA and multicollinearity in multiple regression contexts
- Gain practical experience through case studies and hands-on exercises
- Acquire skills in summarizing data sets using measures of central tendency and variability
- Apply statistical knowledge to perform hypothesis testing and construct confidence intervals
- Understand the distinction between business analytics and traditional analysis
- Grasp fundamental statistical concepts including probability distributions and the Central Limit Theorem
Why should you attend?
Our comprehensive Business Analytics with R course is designed to equip learners with the essential knowledge and skills needed to excel in the dynamic field of business analytics. Through carefully curated content, students will explore the core concepts of business analytics, distinguishing it from traditional analysis, and understand its significance in driving business decisions and strategies. The course delves into various types of analytics, highlighting their application across different business domains and addressing common challenges faced by organizations. Learners will examine real-world examples to contextualize theoretical principles. A deep dive into data handling prepares participants to manage datasets effectively, covering aspects such as population versus sample, data variables, summarization techniques, measures of central tendency, variability, symmetry, skewness, collection methods, dictionaries, outlier treatment, and missing value imputation. Building on this foundation, the course introduces basic statistical concepts including probability theory, random variables, probability distributions, the Central Limit Theorem, sampling, statistical inference, confidence intervals, and hypothesis testing. Advanced modules focus on predictive modeling using linear regression and logistic regression. Key topics such as covariance and correlation coefficient analysis, multiple regression techniques including ANOVA (Analysis of Variance), multicollinearity concerns are addressed alongside practical applications like gains charts and Gini coefficients. The curriculum culminates in hands-on exercises and case studies that allow learners to apply their knowledge in real-world scenarios.
Course Syllabus
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Ratings and Reviews
Instructor

Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of extensive experience in the IT and business sectors, having worked across multiple continents including the US, Europe, Asia, South America, and the Middle East. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.
Instructor

Uzair Aslam is a distinguished Data Scientist with an impressive track record, demonstrating a profound ability to derive insightful information from vast datasets. Starting his career in Islamabad as a Product Marketing Lead for Huaxin Technomen International, Uzair successfully merged analytical skills with strategic marketing, securing significant military contracts. His journey into data science began as a Machine Learning Intern at Maxis Telecom in Kuala Lumpur, where he excelled in model development for extracting customer points of interest and designing effective Named Entity Recognition (NER) models. Elevating his career to Senior Data Scientist roles, Uzair showcased his exceptional skillset at Maybank by pioneering a machine learning-based fraud detection model that notably enhanced efficiency and reduced false positives. His innovative approach, combining computer vision with natural language processing, streamlined document analysis and anomaly detection processes. Uzair's leadership in developing a sophisticated news web-scraping app and the C-insight Risk Reporting Dashboard further underscores his capacity to leverage technology in addressing complex business challenges. With extensive experience training corporate clients on cutting-edge data science topics and holding multiple certifications, Uzair exemplifies a blend of technical mastery and practical application in real-world scenarios.
Instructor

Hadia Yousaf is a highly experienced IT trainer with an extensive background in Statistics, Research, Business Administration, Banking, Finance, and Economics. Currently working as a Data Scientist and Data Science Trainer, Hadia has developed expertise in Python, SQL, Machine Learning related to Business Analytics and Big Data Analytics Data Visualisation. She has proven experience working with large data sets and analytic tools, showcasing her capabilities in Statistical Analysis using Time Series and Panel Data, statistical modeling, and Machine Learning. Hadia is a HRDF Certified Trainer (TTT) and Virtual Learn Caster (VLC), certified from Malaysia. She boasts of a diverse career path which includes 2 years as a Data Scientist/Data Science Trainer, 8 years of research work as a PhD researcher, 3 years as a Senior Banking Services Officer at Allied Bank Ltd., Pakistan, 1 year as an IT Intern under the Pakistan Government Internship Program and 1 year of teaching experience as a Course Instructor. Her current role at The Center of Applied Data Science involves creating data pipelines to collect, clean, normalise and load data for statistical analysis and hypothesis testing. With an expected Ph.D. in Industrial & Development Economics from Universiti Utara Malaysia by December 2022, Hadia's academic journey also includes an MBA in Banking & Finance and a Bachelor's degree in Information Technology. Her profound understanding of statistical and machine learning concepts combined with high standard coding practices positions her as an accomplished professional in the field. As a dedicated professional willing to work remotely or travel abroad, she prides herself on her excellent English language skills.
Minimum Qualification
Target Audience
Methodologies
Instructor Reviews

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.

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.

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

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

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.

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.

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.

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.
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!

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

I cannot say enough positive things about Hadia. She not only makes data science easier to comprehend, she somehow magically manages to make it fun as well. They truly look forward to seeing her each and every time which speaks volumes about her ability to combine clear instruction with a warm and supportive environment.

I appreciated the fresh viewpoint on some crucial issues. Hadia, as always, keeps everyone involved and up to date on all issues. She is a natural teacher and people person. I intend to continue taking her lessons.

Hadia is fantastic, exceptional, knowledgeable, and patient. She takes the time to respond to all inquiries. Removes any doubts; she is an excellent coach who goes above and above to assure your future success. Excellent class with enough of material to help me become a better data scientist.
Courses you may like
Why should you attend?
Our comprehensive Business Analytics with R course is designed to equip learners with the essential knowledge and skills needed to excel in the dynamic field of business analytics. Through carefully curated content, students will explore the core concepts of business analytics, distinguishing it from traditional analysis, and understand its significance in driving business decisions and strategies. The course delves into various types of analytics, highlighting their application across different business domains and addressing common challenges faced by organizations. Learners will examine real-world examples to contextualize theoretical principles. A deep dive into data handling prepares participants to manage datasets effectively, covering aspects such as population versus sample, data variables, summarization techniques, measures of central tendency, variability, symmetry, skewness, collection methods, dictionaries, outlier treatment, and missing value imputation. Building on this foundation, the course introduces basic statistical concepts including probability theory, random variables, probability distributions, the Central Limit Theorem, sampling, statistical inference, confidence intervals, and hypothesis testing. Advanced modules focus on predictive modeling using linear regression and logistic regression. Key topics such as covariance and correlation coefficient analysis, multiple regression techniques including ANOVA (Analysis of Variance), multicollinearity concerns are addressed alongside practical applications like gains charts and Gini coefficients. The curriculum culminates in hands-on exercises and case studies that allow learners to apply their knowledge in real-world scenarios.
What you'll learn
- Learn about different types of analytics and their application in various business domains
- Develop proficiency in creating predictive models using linear regression analysis
- Explore advanced topics such as ANOVA and multicollinearity in multiple regression contexts
- Gain practical experience through case studies and hands-on exercises
- Acquire skills in summarizing data sets using measures of central tendency and variability
- Apply statistical knowledge to perform hypothesis testing and construct confidence intervals
- Understand the distinction between business analytics and traditional analysis
- Grasp fundamental statistical concepts including probability distributions and the Central Limit Theorem
Course Syllabus
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Instructor Reviews

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.

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.

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

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

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.

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.

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.

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.
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!

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

I cannot say enough positive things about Hadia. She not only makes data science easier to comprehend, she somehow magically manages to make it fun as well. They truly look forward to seeing her each and every time which speaks volumes about her ability to combine clear instruction with a warm and supportive environment.

I appreciated the fresh viewpoint on some crucial issues. Hadia, as always, keeps everyone involved and up to date on all issues. She is a natural teacher and people person. I intend to continue taking her lessons.

Hadia is fantastic, exceptional, knowledgeable, and patient. She takes the time to respond to all inquiries. Removes any doubts; she is an excellent coach who goes above and above to assure your future success. Excellent class with enough of material to help me become a better data scientist.
Training Provider Pricing
Pax:
Features
Subsidies

Ratings and Reviews
Instructors

Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of extensive experience in the IT and business sectors, having worked across multiple continents including the US, Europe, Asia, South America, and the Middle East. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.

Uzair Aslam is a distinguished Data Scientist with an impressive track record, demonstrating a profound ability to derive insightful information from vast datasets. Starting his career in Islamabad as a Product Marketing Lead for Huaxin Technomen International, Uzair successfully merged analytical skills with strategic marketing, securing significant military contracts. His journey into data science began as a Machine Learning Intern at Maxis Telecom in Kuala Lumpur, where he excelled in model development for extracting customer points of interest and designing effective Named Entity Recognition (NER) models. Elevating his career to Senior Data Scientist roles, Uzair showcased his exceptional skillset at Maybank by pioneering a machine learning-based fraud detection model that notably enhanced efficiency and reduced false positives. His innovative approach, combining computer vision with natural language processing, streamlined document analysis and anomaly detection processes. Uzair's leadership in developing a sophisticated news web-scraping app and the C-insight Risk Reporting Dashboard further underscores his capacity to leverage technology in addressing complex business challenges. With extensive experience training corporate clients on cutting-edge data science topics and holding multiple certifications, Uzair exemplifies a blend of technical mastery and practical application in real-world scenarios.

Hadia Yousaf is a highly experienced IT trainer with an extensive background in Statistics, Research, Business Administration, Banking, Finance, and Economics. Currently working as a Data Scientist and Data Science Trainer, Hadia has developed expertise in Python, SQL, Machine Learning related to Business Analytics and Big Data Analytics Data Visualisation. She has proven experience working with large data sets and analytic tools, showcasing her capabilities in Statistical Analysis using Time Series and Panel Data, statistical modeling, and Machine Learning. Hadia is a HRDF Certified Trainer (TTT) and Virtual Learn Caster (VLC), certified from Malaysia. She boasts of a diverse career path which includes 2 years as a Data Scientist/Data Science Trainer, 8 years of research work as a PhD researcher, 3 years as a Senior Banking Services Officer at Allied Bank Ltd., Pakistan, 1 year as an IT Intern under the Pakistan Government Internship Program and 1 year of teaching experience as a Course Instructor. Her current role at The Center of Applied Data Science involves creating data pipelines to collect, clean, normalise and load data for statistical analysis and hypothesis testing. With an expected Ph.D. in Industrial & Development Economics from Universiti Utara Malaysia by December 2022, Hadia's academic journey also includes an MBA in Banking & Finance and a Bachelor's degree in Information Technology. Her profound understanding of statistical and machine learning concepts combined with high standard coding practices positions her as an accomplished professional in the field. As a dedicated professional willing to work remotely or travel abroad, she prides herself on her excellent English language skills.
Minimum Qualification
Target Audience
Methodologies
Courses you may like
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