Business Analytics with Excel - Data Analysis & Statistical Modeling
Excel in business analytics with our comprehensive Excel-focused course. Master analytical techniques to interpret complex data and gain insights that drive strategic decisions. Enroll now for an engaging learning experience with practical case studies and hands-on exercises.
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Corporate Pricing
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Training Provider Pricing
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Features
Subsidies
What you'll learn
- Gain proficiency in constructing confidence intervals and conducting hypothesis testing.
- Develop skills in predictive modeling with linear regression techniques.
- Understand the core concepts of business analytics and differentiate it from simple analysis.
- Master measures of central tendency and variability to describe datasets accurately.
- Grasp the fundamentals of probability and statistical distributions.
- Apply the Central Limit Theorem for practical statistical inference.
- Engage in practical exercises including a detailed case study to solidify your learning.
- Learn how to manage different types of data and perform effective data summarization.
Why should you attend?
Business Analytics with Excel is a transformative course designed to empower professionals with the analytical prowess needed to make data-driven decisions. Understanding the definition and difference between analytics and analysis sets the foundation for appreciating the role of business analytics in various domains and recognizing its potential challenges. Participants will learn about different types of analytics and real-world examples where they are applied. The course delves into data management, covering essential concepts such as population vs. sample, data variables, summarization techniques, central tendency measures, spread/variability, symmetry, skewness, collection methods, dictionaries, outlier treatment, and missing value imputation. Building on this knowledge, the course introduces basic statistics including probability theories, distributions, random variables, central limit theorem applications, sampling methods, confidence intervals, and hypothesis testing. A dedicated section on predictive modeling using linear regression provides hands-on experience with gains charts, Gini coefficients, heteroskedasticity issues, logistic regression models and includes a practical case study for learners to apply their skills.
Course Syllabus
Day 1
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Ratings and Reviews
Instructor
Instructor
Instructor
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Course Reviews
"The course and material is really good. The instructor is a consummate professional and an excellent trainer who routinely receives high marks from his students. I would gladly recommend him."
"I will not hesitate to recommend this course to business people because it was designed for them and the instructor is extremely good."
"I was pleasantly surprised by the course I attended; I gained a great deal of knowledge, as well as several examples and case studies that would be valuable in my future job. I appreciate the instructor's willingness to teach us everything, and I am grateful to be a part of this class."
Instructor Reviews
Tasmeea Rahman
Data Analytics & Engineering Training Specialist"Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative."
"Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges."
"The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion."
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
FAQ
Frequently Asked Questions About This Course
Courses you may like
Why should you attend?
Business Analytics with Excel is a transformative course designed to empower professionals with the analytical prowess needed to make data-driven decisions. Understanding the definition and difference between analytics and analysis sets the foundation for appreciating the role of business analytics in various domains and recognizing its potential challenges. Participants will learn about different types of analytics and real-world examples where they are applied. The course delves into data management, covering essential concepts such as population vs. sample, data variables, summarization techniques, central tendency measures, spread/variability, symmetry, skewness, collection methods, dictionaries, outlier treatment, and missing value imputation. Building on this knowledge, the course introduces basic statistics including probability theories, distributions, random variables, central limit theorem applications, sampling methods, confidence intervals, and hypothesis testing. A dedicated section on predictive modeling using linear regression provides hands-on experience with gains charts, Gini coefficients, heteroskedasticity issues, logistic regression models and includes a practical case study for learners to apply their skills.
What you'll learn
- Gain proficiency in constructing confidence intervals and conducting hypothesis testing.
- Develop skills in predictive modeling with linear regression techniques.
- Understand the core concepts of business analytics and differentiate it from simple analysis.
- Master measures of central tendency and variability to describe datasets accurately.
- Grasp the fundamentals of probability and statistical distributions.
- Apply the Central Limit Theorem for practical statistical inference.
- Engage in practical exercises including a detailed case study to solidify your learning.
- Learn how to manage different types of data and perform effective data summarization.
Course Syllabus
Day 1
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Course Reviews
"The course and material is really good. The instructor is a consummate professional and an excellent trainer who routinely receives high marks from his students. I would gladly recommend him."
"I will not hesitate to recommend this course to business people because it was designed for them and the instructor is extremely good."
"I was pleasantly surprised by the course I attended; I gained a great deal of knowledge, as well as several examples and case studies that would be valuable in my future job. I appreciate the instructor's willingness to teach us everything, and I am grateful to be a part of this class."
Instructor Reviews
Tasmeea Rahman
Data Analytics & Engineering Training Specialist"Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative."
"Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges."
"The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion."
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies
Ratings and Reviews
Instructors
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
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FAQ
Frequently Asked Questions About This Course
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