Business Statistics for Data Analysis Training in Gurgaon, Delhi

Business Statistics for Data Analysis

Become the ultimate master of Business Statistics and its applications in Data Analysis

Duration : 6 months Classes : 36 Days : Weekdays / Weekends

Overview
Curriculum
Pre-requisite
Review

In today's data-driven economy, statistical literacy is no longer optional-it's essential. Our Business Statistics for Data Analysis training is designed to empower professionals with the statistical tools and analytical mindset needed to make confident, evidence-based decisions. This course bridges the gap between raw data and actionable business intelligence by teaching participants how to collect, interpret, and analyze data using core statistical techniques. From descriptive statistics and probability theory to hypothesis testing, regression modeling, and ANOVA, learners will gain hands-on experience applying these methods to real-world business scenarios. Whether you're optimizing marketing campaigns, forecasting sales, or evaluating operational performance, this training will help you uncover patterns, validate assumptions, and drive smarter strategies using data.

You shall master the critical concepts of Hypothesis Testing to validate business assumptions. Learn how to use Regression Analysis to forecast key metrics and identify the true drivers of performance. We cut the academic jargon and focus entirely on practical application, teaching you how to quantify uncertainty, interpret p-values correctly, and use sampling to draw reliable conclusions about your entire customer base. Build trust in your data and confidence in your strategy.

You shall gain a deep understanding of core concepts like Probability Distributions (Normal, Binomial), Central Limit Theorem, and how these concepts underpin advanced algorithms. Learn the principles of EDA, using descriptive statistics, correlation, and visualization to find patterns and prepare high-quality data. This course is the non-negotiable step required to interpret model outputs correctly, avoid critical analytical errors, and build a career in sophisticated data roles.

Target Audience:-
-Business analysts, financial professionals, and operations managers who rely on data for decision-making
-Marketing and product teams seeking to validate strategies and measure campaign effectiveness
-Data professionals and researchers looking to strengthen their statistical foundation
-Students and educators in business, economics, and data science programs
-Professionals preparing for roles in analytics, forecasting, or business intelligence

Learning Outcomes:-
-Understand the role of statistics in business decision-making
-Classify and summarize data using measures of central tendency and dispersion
-Visualize data effectively
-Conduct hypothesis testing and build confidence intervals for business insights
-Use correlation and regression analysis to identify relationships and predict outcomes
-Perform ANOVA and nonparametric tests for group comparisons
-Interpret statistical results

Course Format:-
✔ The course shall be delivered through a combination of lectures, interactive discussions & case studies
✔ Participants are exposed to practical exercises and new-age projects, where they learn by doing
✔ Participants shall have access to online resources, including reading materials, videos & business simulations
✔ Students shall receive all the study material
✔ Guest speakers from the industry may be invited to share insights and experiences
✔ Regular assessments and quizzes will be conducted to reinforce learning
✔ This is a Classroom only training
✔ Corporates: We understand your specific needs and goals. Contact us for customizations to this training

Trainers:-
✔ Equipped with multidisciplinary backgrounds
✔ Experts from the field of Maths, Financial Markets, AIML, Data Science & Management
✔ Each with over 25+ years of International experience working in EU / US / Australia
✔ All our trainers are Highly Qualified and Certified, in their respective subject areas

✔ Basic Programming and Basic Statistics Skills are Mandatory

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NB: All our trainings are always tailored to adopt to the Individual's Pace and Learning Depth.

NB: As a stepping stone, providing foundational knowledge, Bridge Courses are conducted periodically, to help students transition between different levels by closing knowledge gaps. These classes can be attended ad hoc, and are 'complimentary' for our bonafide students.

Kindly fill the DownloadPDF Form for the Brouchre with latest curriculum and full Training details.
Or you may Book an Appointment to collect your Brouchre and complete your registration.

This syllabus provides a structured, module-by-module breakdown of this comprehensive training program focused on participants overall performance, retention, and engagement, covering foundational theory, implementation, best industry practices and advanced techniques in the subject.

Module 1: Introduction to Business Statistics
✔ Role of statistics in business decision-making
✔ Types of data: qualitative vs quantitative
✔ Levels of measurement: nominal, ordinal, interval, ratio
✔ Descriptive vs inferential statistics
✔ Sampling Distribution and CLT Theorem

Module 2: Data Collection and Sampling Techniques
✔ Primary vs secondary data sources
✔ Sampling methods: random, stratified, cluster, systematic
✔ Survey design and data reliability
✔ Bias and error in data collection

Module 3: Descriptive Statistics and Data Visualization
✔ Measures of central tendency
✔ Measures of dispersion
✔ Skewness and kurtosis
✔ Visualizing data

Module 4: Probability and Probability Distributions
✔ Basic probability concepts and rules
✔ Conditional probability and Bayes' Theorem
✔ Discrete distributions: binomial, Poisson
✔ Continuous distributions: normal, exponential

Module 5: Inferential Statistics and Hypothesis Testing
✔ Sampling distributions and Central Limit Theorem
✔ Confidence intervals for means and proportions
✔ Hypothesis testing: one-sample and two-sample tests
✔ p-values, significance levels, and decision rules

Module 6: Correlation and Regression Analysis
✔ Correlation coefficients and scatter plots
✔ Simple linear regression
✔ Multiple regression and multicollinearity
✔ Forecasting and predictive modeling

Module 7: ANOVA and Nonparametric Tests
✔ Analysis of Variance (ANOVA)
✔ Chi-square tests for independence and goodness-of-fit
✔ Nonparametric tests: Mann-Whitney, Kruskal-Wallis
✔ Applications in market research and customer analysis

Module 8: Capstone Project and Business Application
✔ Select a business dataset
✔ Apply statistical techniques to explore and analyze the data
✔ Conduct hypothesis testing and build regression models
✔ Present findings through visualizations and executive summary

NB:The curriculum is regularly subjected to updates, reflecting the latest industry trends & current technological advancements.

At Vyom Data Sciences, we aspire to provide the latest curriculum and most recent technology, as a standard component of all our trainings. Experts, with 25+ years of experience from USA, Europe and Australia, bring the best industry practices while designing and executing these trainings. All our trainers are Highly Qualified and Certified in their respective subject areas.

Kindly fill the DownloadPDF Form for the Brouchre with latest curriculum and full Training details.
Or you may Book an Appointment to collect your Brouchre.

Bhawana

Fabulous NLP + ML course

I have eleven plus years of experience taking training courses. I do not usually complete surveys.
Your instructor was excellent, the best I've experienced on a software subject, and I couldn't imagine him doing a better job of seamlessly walking students through a breadth of information for such complex subject like AI and ML. he did a fabulous job pacing everything and addressing student questions. I am very impressed.

Harish

Excellent ML course!

The course was well structured and easy to understand. Good pace of learning.
The institute believes to provide knowledge as well as guidance in detail to each & every student.
I completed my ML course from the institute. Their international exp does help a lot !
Thanks for the training sir.