Data Analysis for Business Decisions: A Laboratory Manual
()
Currently unavailable
About this ebook
This manual is for business analysts to enhance their statistical analysis skills, with case studies focusing mainly on Excel. It covers basic descriptive techniques, linear regression, forecasting, t-Test, chi-square, A/B testing, text data analysis, and Big Data management. Companion files include solution spreadsheets, sample files, and data sets.
The course starts with data shaping and cleaning, installing the Analysis ToolPak, and descriptive statistics. It progresses through histograms, scatter plots, Pareto analysis, correlation, linear and multivariate regression, and forecasting. Advanced topics include inferential statistics, contingency analysis, and A/B testing. The final chapters cover text analytics, big data sets, and data visualization.
These techniques are crucial for informed business decisions. This book guides users from basic to advanced analysis, blending theory with practical skills. Companion files enhance learning, making this manual essential for mastering statistical analysis in business.
Related to Data Analysis for Business Decisions
Related ebooks
Data Analysis for Business Decisions: A Laboratory Manual Rating: 0 out of 5 stars0 ratingsText Analytics for Business Decisions: Mastering Techniques for Insightful Data Interpretation through a Case Study Approach Rating: 0 out of 5 stars0 ratingsPython 3 and Machine Learning Using ChatGPT / GPT-4: Harness the Power of Python, Machine Learning, and Generative AI Rating: 0 out of 5 stars0 ratingsData Visualization for Business Decisions: Transforming Data into Actionable Insights Rating: 0 out of 5 stars0 ratingsPython 3 and Data Analytics Pocket Primer: A Quick Guide to NumPy, Pandas, and Data Visualization Rating: 0 out of 5 stars0 ratingsDealing With Data Pocket Primer: A Comprehensive Guide to Data Handling Techniques Rating: 0 out of 5 stars0 ratingsPython Tools for Data Scientists Pocket Primer: A Quick Guide to Essential Python Libraries for Data Science Rating: 0 out of 5 stars0 ratingsData Science Fundamentals Pocket Primer: An Essential Guide to Data Science Concepts and Techniques Rating: 0 out of 5 stars0 ratingsData Structures and Program Design Using Python: A Self-Teaching Introduction to Data Structures and Python Rating: 0 out of 5 stars0 ratingsMarket Research and Analysis: Mastering Market Research: Advanced Methods, Design, and Data Analysis Rating: 0 out of 5 stars0 ratingsData Science Tools: Comprehensive Guide to Mastering Fundamental Data Science and Statistics Techniques Rating: 0 out of 5 stars0 ratingsComputer Concepts and Management Information Systems: A Comprehensive Guide to Modern Computing and Information Management Rating: 0 out of 5 stars0 ratingsLarge Language Models An Introduction: Understanding the Fundamentals and Applications of Generative AI Rating: 0 out of 5 stars0 ratingsPandas Basics: Mastering Data Analysis with Pandas Rating: 0 out of 5 stars0 ratingsEmbedded Vision: Mastering Advanced Techniques for Real-Time Image Processing and Analysis Rating: 0 out of 5 stars0 ratingsData Structures and Program Design Using Java: A Self-Teaching Introduction to Data Structures and Java Rating: 0 out of 5 stars0 ratingsData Science for IoT Engineers: Master Data Science Techniques and Machine Learning Applications for Innovative IoT Solutions Rating: 0 out of 5 stars0 ratingsData Analytics: Master the Art of Data Analytics with Essential Tools and Techniques Rating: 0 out of 5 stars0 ratingsPython: An Introduction to Python Programming Rating: 0 out of 5 stars0 ratingsTech Trends of the 4th Industrial Revolution: Navigating the Future of Technology in Business Rating: 0 out of 5 stars0 ratingsIntroduction to Statistical and Machine Learning Methods for Data Science Rating: 0 out of 5 stars0 ratingsAccess 365 Project Book: Hands-On Database Creation Rating: 0 out of 5 stars0 ratingsData Literacy With Python: A Comprehensive Guide to Understanding and Analyzing Data with Python Rating: 0 out of 5 stars0 ratingsGame Testing: Mastering the Art of Quality Assurance in Game Development Rating: 0 out of 5 stars0 ratingsMicrosoft Access 2021 Programming Pocket Primer: A Comprehensive Guide to Mastering Access VBA Rating: 0 out of 5 stars0 ratingsAccess 2021 / Microsoft 365 Programming by Example: Mastering VBA for Data Management and Automation Rating: 0 out of 5 stars0 ratingsPython 3 Data Visualization Using Google Gemini: Unlock the Power of Python and Google Gemini for Stunning Data Visualizations Rating: 0 out of 5 stars0 ratingsArtificial Intelligence, Machine Learning, and Deep Learning: A Practical Guide to Advanced AI Techniques Rating: 0 out of 5 stars0 ratingsPrompt Engineering Using ChatGPT: Crafting Effective Interactions and Building GPT Apps Rating: 0 out of 5 stars0 ratingsFlowchart and Algorithm Basics: Learn the Art of Programming through this Guide to Selection, Looping, Arrays, and File Processing Rating: 0 out of 5 stars0 ratings
Business For You
Never Split the Difference: Negotiating As If Your Life Depended On It Rating: 4 out of 5 stars4/5Law of Connection: Lesson 10 from The 21 Irrefutable Laws of Leadership Rating: 4 out of 5 stars4/5Crucial Conversations Tools for Talking When Stakes Are High, Second Edition Rating: 4 out of 5 stars4/5Collaborating with the Enemy: How to Work with People You Don't Agree with or Like or Trust Rating: 4 out of 5 stars4/5On Writing Well, 30th Anniversary Edition: An Informal Guide to Writing Nonfiction Rating: 4 out of 5 stars4/5Company Rules: Or Everything I Know About Business I Learned from the CIA Rating: 4 out of 5 stars4/5The Hard Thing About Hard Things: Building a Business When There Are No Easy Answers Rating: 4 out of 5 stars4/5The Intelligent Investor, Rev. Ed: The Definitive Book on Value Investing Rating: 4 out of 5 stars4/5Crucial Conversations: Tools for Talking When Stakes are High, Third Edition Rating: 4 out of 5 stars4/5Becoming Bulletproof: Protect Yourself, Read People, Influence Situations, and Live Fearlessly Rating: 4 out of 5 stars4/5Summary of J.L. Collins's The Simple Path to Wealth Rating: 5 out of 5 stars5/5The Richest Man in Babylon: The most inspiring book on wealth ever written Rating: 5 out of 5 stars5/5Capitalism and Freedom Rating: 4 out of 5 stars4/5Robert's Rules Of Order: QuickStudy Laminated Reference Guide Rating: 5 out of 5 stars5/5Grant Writing For Dummies Rating: 5 out of 5 stars5/5Your Next Five Moves: Master the Art of Business Strategy Rating: 5 out of 5 stars5/5How to Grow Your Small Business: A 6-Step Plan to Help Your Business Take Off Rating: 3 out of 5 stars3/5The Energy Bus: 10 Rules to Fuel Your Life, Work, and Team with Positive Energy Rating: 3 out of 5 stars3/5Tools Of Titans: The Tactics, Routines, and Habits of Billionaires, Icons, and World-Class Performers Rating: 4 out of 5 stars4/5Real Artists Don't Starve: Timeless Strategies for Thriving in the New Creative Age Rating: 4 out of 5 stars4/5High Conflict: Why We Get Trapped and How We Get Out Rating: 4 out of 5 stars4/5The Confidence Code: The Science and Art of Self-Assurance---What Women Should Know Rating: 4 out of 5 stars4/5Buy, Rehab, Rent, Refinance, Repeat: The BRRRR Rental Property Investment Strategy Made Simple Rating: 5 out of 5 stars5/5The Five Dysfunctions of a Team: A Leadership Fable, 20th Anniversary Edition Rating: 4 out of 5 stars4/5Robert's Rules of Order: The Original Manual for Assembly Rules, Business Etiquette, and Conduct Rating: 4 out of 5 stars4/5Just Listen: Discover the Secret to Getting Through to Absolutely Anyone Rating: 4 out of 5 stars4/5The 12 Week Year (Review and Analysis of Moran and Lennington's Book) Rating: 5 out of 5 stars5/5Wise as Fu*k: Simple Truths to Guide You Through the Sh*tstorms of Life Rating: 5 out of 5 stars5/5
Reviews for Data Analysis for Business Decisions
0 ratings0 reviews