Books

Books

Accounting & Finance for Data Heads — Foundation

AUD $49.00

Great Data Professionals Understand More Than Data Data Engineers, Data Analysts, and BI Professionals spend considerable time building data pipelines, developing dashboards, and delivering business reports. But producing accurate financial reports is only part of the challenge. Do you understand what the numbers actually mean? Why can a profitable company struggle with cash flow? How does revenue differ from profit? What does a balance sheet reveal about financial health? And why do business leaders focus on margins, working capital, and operating cash flow? Understanding these questions transforms the way you work with financial data. Accounting & Finance for Data Heads — Foundation is a comprehensive PDF book structured as a 30-day learning programme, designed to bridge the gap between technical data expertise and financial understanding. What You'll Learn Starting with fundamental accounting concepts, the book gradually develops your ability to interpret financial information and understand business performance. Key learning areas include: Accounting Fundamentals: Understand assets, liabilities, equity, transactions, and the language of business. Financial Statements: Learn how to read and interpret the Profit & Loss Statement, Balance Sheet, and Cash Flow Statement. Revenue and Profitability: Understand revenue recognition, cost of sales, gross profit, operating expenses, and EBITDA. Cash Flow and Working Capital: Explore why profit is not the same as cash and how receivables, inventory, and payables affect liquidity. Financial Performance: Develop the ability to interpret key financial indicators and recognise potential business risks. Financial Dimensions: Understand how financial information can be analysed by departments, cost centres, customers, sites, and services to support meaningful management reporting. Learn to Think Beyond the Dashboard This book is not designed to turn Data Professionals into accountants. Its purpose is to help you understand the financial information behind the reports and systems you build. Through practical examples, explanations, and business scenarios, you'll learn to ask better questions, recognise financial relationships, and communicate more effectively with Finance Managers, CFOs, and business leaders. A financial dashboard should do more than display accurate numbers. It should help management understand what happened, why it happened, and where further investigation may be required. The objective is simple: move from reporting financial numbers to understanding the business decisions behind them. Who Is This Book For? Foundation is designed for professionals who work with financial information but may have limited formal accounting knowledge. It is particularly relevant for: Data Engineers and Senior Data Engineers. Data Analysts and Business Intelligence Analysts. Power BI Developers and BI Professionals. Data Architects and Analytics Engineers. IT Managers and Technology Leaders. Aspiring and current Heads of Data. Professionals working with ERP, accounting, and financial reporting systems. No previous accounting experience is required. A Practical 30-Day Learning Journey The book is organised into 30 progressive lessons, allowing you to develop your financial understanding one concept at a time. Each lesson builds on the knowledge established in previous lessons, gradually connecting accounting fundamentals with financial reporting and business interpretation. The learning approach emphasises practical understanding rather than memorisation. By the end of Foundation, you should be better equipped to interpret financial statements, recognise important financial relationships, question unusual results, and participate more confidently in discussions about business performance. What You'll Receive Your purchase includes: Complete Foundation Book: A downloadable PDF edition of Accounting & Finance for Data Heads — Foundation. 30 Structured Lessons: A progressive learning journey covering accounting fundamentals, financial statements, and business understanding. Practical Business Examples: Illustrations and scenarios connecting accounting concepts with real-world business situations. Reference Material: A glossary of accounting and financial terms, key financial formulas, and common financial reporting terminology. Independent Learning: Study at your own pace and revisit the material whenever needed. Format: Digital PDF download. This product includes the Foundation book only. Interactive practice quizzes and subscription-based learning activities, where available, are separate from the PDF purchase. Continue Your Learning with Advanced Foundation is the first stage of the Accounting & Finance for Data Heads learning series. After completing the initial 30 lessons, you can continue with Accounting & Finance for Data Heads — Advanced, a three-volume collection covering the next 30 lessons. The Advanced collection explores: Volume I — Management Accounting, Budgeting & Forecasting: From financial data to management decisions, planning, and performance. Volume II — Financial Performance & Business Analysis: From working capital and cash flow to investment analysis and financial decisions. Volume III — Strategic Finance & Executive Decision-Making: From board reporting and financial modelling to CFO-level thinking and strategic leadership. Together, Foundation and Advanced provide a structured journey from accounting fundamentals to financial analysis, business understanding, and executive decision support. From Data Expertise to Business Understanding Technical expertise enables you to build reliable data platforms, reporting systems, and analytics solutions. Financial understanding enables you to explain what that information means for the business. Combining these capabilities helps you move beyond delivering dashboards towards becoming a more effective partner to Finance Managers, CFOs, and business leaders. Understand the financial story behind the numbers — and use that understanding to create meaningful business value. OLALA Learning | Published by OLALA Agency

Books

Accounting & Finance for Data Heads — Advanced, Volume I

AUD $49.00

Move Beyond Financial Reporting — Understand Business Performance Great Data Professionals do more than deliver accurate financial reports. They help businesses understand performance, identify financial drivers and support informed management decisions. But understanding financial statements is only the beginning. How do businesses plan revenue and expenditure? What drives changes in costs and profitability? Why do actual results differ from budgets? How can financial forecasts help management prepare for the future? Understanding these questions is essential for connecting technical data expertise with financial management. Accounting & Finance for Data Heads — Advanced, Volume I: Management Accounting, Budgeting & Forecasting is a comprehensive PDF book covering Chapters 8–10 of the learning series. Building on the accounting fundamentals introduced in Foundation, this volume explores how financial information supports planning, cost management, performance evaluation and business decision-making. What You'll Learn Advanced — Volume I develops your understanding of management accounting and forward-looking financial analysis. Key learning areas include: Management Accounting: Understand how financial information supports internal planning, cost control, performance evaluation and management decisions. Cost Behaviour and Cost Structures: Explore fixed costs, variable costs, direct costs, indirect costs and the operational activities that influence expenditure. Cost Allocation and Profitability: Understand cost centres, allocation methods, contribution margins, break-even analysis and profitability across business activities. Budgeting: Learn how financial budgets translate business objectives into measurable revenue, expenditure and performance expectations. Forecasting: Understand how forecasts use historical information, operational drivers and business assumptions to estimate future financial outcomes. Variance Analysis: Learn to compare actual results with budgets and forecasts, identify material differences and investigate their underlying causes. Financial Performance Management: Connect financial measures with operational activities to support meaningful management reporting. From Reporting Numbers to Explaining Performance Traditional financial reporting focuses on what happened. Management accounting extends this perspective by helping organisations understand why financial results occurred and how performance may be improved. A management dashboard should do more than display revenue, expenditure and profitability. It should help answer questions such as: Which departments, products or services contribute most to profitability? What is driving increases in operating costs? Why is actual revenue below budget? Are financial variances caused by changes in volume, pricing, costs or operational activity? How reliable are the assumptions supporting financial forecasts? What actions should management consider in response to changing business conditions? For Data Professionals, answering these questions requires combining financial knowledge, reliable data and business understanding. The objective is to move from reporting financial results to explaining performance and supporting better management decisions. Who Is This Book For? Advanced — Volume I is designed for Data Professionals who want to strengthen their understanding of financial management and business performance. It is particularly relevant for: Data Engineers and Senior Data Engineers. Data Analysts and Business Intelligence Analysts. Power BI Developers and BI Professionals. Data Architects and Analytics Engineers. IT Managers and Technology Leaders. Aspiring and current Heads of Data. Professionals developing financial dashboards, budgeting solutions and forecasting models. Data leaders collaborating with Finance Managers, Financial Controllers and CFOs. A basic understanding of accounting and financial statements is recommended. Completing Accounting & Finance for Data Heads — Foundation is the ideal preparation for this volume. A Practical Learning Journey This book covers Chapters 8–10 of the Accounting & Finance for Data Heads learning series. The content develops progressively, connecting financial concepts with practical management reporting and business scenarios. Rather than focusing only on accounting definitions and formulas, the learning approach emphasises understanding how financial information is used in real business situations. Through practical explanations, calculations and examples, you'll develop a stronger understanding of financial relationships, budgeting processes, forecasting assumptions and performance analysis. The aim is to help you interpret financial information with greater confidence and communicate more effectively with finance professionals and business leaders. What You'll Receive Your purchase includes: Complete Advanced — Volume I Book: A downloadable PDF edition of Accounting & Finance for Data Heads — Advanced, Volume I. Chapters 8–10: Structured learning material covering management accounting, budgeting and forecasting. Practical Financial Examples: Calculations and business scenarios illustrating cost behaviour, profitability, budgets and financial performance. Reference Material: A glossary of accounting and financial terms, key financial formulas and common financial reporting terminology. Independent Learning: Study at your own pace and revisit the material whenever required. Format: Digital PDF download. This product includes Advanced — Volume I only. Advanced Volumes II and III are separate publications. Interactive practice quizzes and subscription-based learning activities, where available, are separate from the PDF purchase. Continue Your Learning with Advanced Advanced — Volume I is the first of three Advanced volumes, building on the knowledge established in Foundation. The learning journey continues with: Advanced — Volume II: Financial Performance & Business Analysis Explore working capital, cash conversion, operating cash flow, capital expenditure, depreciation and investment evaluation. Advanced — Volume III: Strategic Finance & Executive Decision-Making Develop an executive perspective through board reporting, financial modelling, scenario analysis, financial risk and CFO-level decision-making. Together, the three Advanced volumes extend financial understanding from management reporting to strategic business decision support. From Data Expertise to Financial Management Insight Technical expertise enables you to build reliable data platforms, financial dashboards and reporting solutions. Financial understanding enables you to explain what those reports reveal about business performance. Management accounting, budgeting and forecasting bring these capabilities together by connecting financial outcomes with operational drivers, business expectations and management decisions. For Heads of Data, this represents an important progression: from delivering accurate financial information to helping business leaders understand performance and prepare for the future. The goal is not simply to report what happened, but to understand why it happened, anticipate what may happen next and support better business decisions. OLALA Learning | Published by OLALA Agency

Books

Accounting & Finance for Data Heads — Advanced, Volume II

AUD $49.00

Understand the Financial Performance Behind Business Decisions Great Data Professionals do more than build accurate financial reports. They help organisations understand financial performance, identify risks and recognise the business implications behind the numbers. But profitability alone does not tell the complete financial story. Why can a profitable company experience cash shortages? How do receivables, inventory and payables affect liquidity? What is the relationship between operating cash flow and business performance? How should organisations evaluate capital expenditure and investment opportunities? Understanding these relationships is essential for moving beyond financial reporting towards meaningful business analysis. Accounting & Finance for Data Heads — Advanced, Volume II: Financial Performance & Business Analysis is a comprehensive PDF book covering Chapters 11–12 of the learning series. Building on the knowledge developed in Foundation and Advanced Volume I, this book explores working capital, cash flow, financial performance, investment analysis and the financial decisions that influence long-term business sustainability. What You'll Learn Advanced — Volume II develops your ability to interpret financial performance, understand cash generation and evaluate important business decisions. Key learning areas include: Working Capital Management: Understand how accounts receivable, inventory and accounts payable influence liquidity and operational efficiency. Cash Conversion Cycle: Explore Days Sales Outstanding (DSO), Days Inventory Outstanding (DIO), Days Payable Outstanding (DPO) and their implications for cash flow. Profitability Versus Cash Flow: Understand why accounting profit and available cash can move in different directions. Operating Cash Flow: Learn how business operations generate or consume cash and how working capital movements influence cash availability. Capital Expenditure and Depreciation: Understand investment in long-term assets, the difference between cash expenditure and accounting expense, and the implications for financial reporting. Free Cash Flow: Explore how operating cash flow and capital expenditure combine to indicate cash available after business investment. Investment Evaluation: Understand financial techniques used to assess investment opportunities, including payback, Net Present Value (NPV) and Internal Rate of Return (IRR). Financial Risk and Performance Analysis: Recognise liquidity pressures, operational risks and financial relationships that require management attention. Move Beyond Profitability — Understand Cash and Financial Health A business can report increasing revenue and strong accounting profits while simultaneously experiencing financial pressure. Customers may take longer to pay. Inventory levels may increase. Suppliers may require earlier payments. Capital investment may absorb significant cash. These movements can materially affect liquidity even when reported profitability appears healthy. For Data Professionals, understanding these relationships changes the way financial information is analysed and presented. A financial dashboard should help answer questions such as: Why is EBITDA improving while operating cash flow is declining? Are customers taking longer to settle outstanding invoices? Is inventory growth absorbing cash unnecessarily? How do changes in supplier payment terms influence liquidity? What is the financial impact of increasing capital expenditure? Is a proposed investment financially justified? Which financial indicators suggest emerging business risks? These questions connect financial metrics with operational activities, management decisions and long-term business sustainability. The objective is to move from displaying financial performance to understanding financial health, cash generation and business risk. Who Is This Book For? Advanced — Volume II is designed for Data Professionals who want to develop a deeper understanding of business performance, working capital and financial decision-making. It is particularly relevant for: Data Engineers and Senior Data Engineers. Data Analysts and Business Intelligence Analysts. Power BI Developers and BI Professionals. Data Architects and Analytics Engineers. IT Managers and Technology Leaders. Aspiring and current Heads of Data. Professionals developing financial performance, cash flow and working capital dashboards. Data leaders collaborating with Finance Managers, Financial Controllers, CFOs and executive teams. An understanding of accounting fundamentals and financial statements is recommended. Foundation and Advanced Volume I provide the ideal preparation for this volume. A Practical Learning Journey This book covers Chapters 11–12 of the Accounting & Finance for Data Heads learning series. The content develops progressively, connecting financial statements and management reporting with cash flow analysis, working capital management and investment decisions. The learning approach emphasises practical business understanding rather than memorising formulas. Through structured explanations, financial calculations and business scenarios, you'll develop the ability to interpret financial relationships and recognise the consequences of management decisions. The objective is to help you understand not only how financial indicators are calculated, but why they matter and what they reveal about business operations. What You'll Receive Your purchase includes: Complete Advanced — Volume II Book: A downloadable PDF edition of Accounting & Finance for Data Heads — Advanced, Volume II. Chapters 11–12: Structured learning material covering financial performance, working capital, cash flow and investment analysis. Practical Financial Examples: Calculations and business scenarios connecting financial indicators with operational performance and management decisions. Reference Material: A glossary of accounting and financial terms, key financial formulas and common financial reporting terminology. Independent Learning: Study at your own pace and revisit the material whenever required. Format: Digital PDF download. This product includes Advanced — Volume II only. Advanced Volumes I and III are separate publications. Interactive practice quizzes and subscription-based learning activities, where available, are separate from the PDF purchase. Continue Your Learning with Advanced Advanced — Volume II is the second of three Advanced volumes in the Accounting & Finance for Data Heads learning series. The complete learning journey includes: Advanced — Volume I: Management Accounting, Budgeting & Forecasting Understand cost behaviour, profitability, budgeting, forecasting, variance analysis and management reporting. Advanced — Volume II: Financial Performance & Business Analysis Explore working capital, operating cash flow, capital expenditure, investment evaluation and financial risk. Advanced — Volume III: Strategic Finance & Executive Decision-Making Develop an executive perspective through board reporting, financial modelling, scenario analysis, strategic risk and CFO-level decision-making. Together, the three Advanced volumes connect financial management, business analysis and strategic decision support. From Financial Reporting to Business Insight Technical expertise enables you to build accurate financial reports, analytical models and reliable data platforms. Financial understanding enables you to recognise the relationships between profitability, cash flow, investment and business risk. Combining these capabilities helps you support more meaningful financial discussions and communicate effectively with Finance Managers, CFOs and executive teams. For Heads of Data, this represents an important progression: from reporting financial results to understanding their operational causes, identifying financial risks and supporting informed business decisions. The goal is not simply to understand whether a business is profitable, but to understand how it generates cash, manages financial resources and creates sustainable value. *OLALA Learning | Published by OLA

Books

Accounting & Finance for Data Heads — Advanced, Volume III

AUD $49.00

From Financial Understanding to Executive Decision-Making Great Data Professionals do more than build reliable data platforms and produce accurate financial reports. They help organisations understand business performance, identify financial risks and support decisions that shape the future. But executive decision-making requires more than accurate numbers. What information does a Board need? How should financial risks be communicated? How can financial models support strategic decisions? And how should executives balance profitability, cash flow, investment and long-term sustainability? Accounting & Finance for Data Heads — Advanced, Volume III: Strategic Finance & Executive Decision-Making is a comprehensive PDF book covering Chapters 13–15 of the learning series. Building on Foundation and the previous Advanced volumes, this book develops an executive perspective on financial reporting, financial modelling, strategic analysis and CFO-level decision-making. What You'll Learn Advanced — Volume III focuses on connecting financial information with business strategy, risk and executive leadership. Key learning areas include: Executive Financial Reporting: Understand how financial performance, risks and management priorities should be communicated to executive teams and Boards. Board Reporting: Learn how to structure management packs that highlight material financial movements, business implications and recommended actions. Variance and Root Cause Analysis: Distinguish between financial drivers and underlying operational causes. Financial Modelling: Understand how financial models connect business assumptions, operational drivers and financial outcomes. Scenario and Sensitivity Analysis: Explore how changes in revenue, margins, costs, working capital and investment assumptions affect financial performance. Strategic Financial Risk: Recognise liquidity pressures, customer concentration, operational dependencies and financial vulnerabilities. Investment and Capital Allocation: Understand how organisations evaluate competing investment priorities and financial returns. CFO-Level Decision-Making: Learn to evaluate profitability, cash flow, investment and risk together. Financial Data Governance: Understand why financial reconciliation, consistent definitions and reliable reporting controls matter to executive decisions. Think Beyond the Dashboard — Think Like a Business Leader Executive reporting should explain more than what happened. It should identify why performance changed, what risks emerged and which management actions deserve attention. A Board does not need hundreds of metrics. It needs clear, relevant information that supports decisions. For Data Professionals, this means learning to answer questions such as: Why is EBITDA below budget? Is revenue growth generating sustainable cash flow? Are receivables and inventory creating liquidity pressure? Which financial risks could affect future performance? How would changes in pricing, costs or demand influence profitability? Should the business prioritise investment, debt reduction or working capital improvement? What decisions require executive attention? The objective is to move from reporting financial results to supporting strategic business decisions. From Variance to Cause, Risk and Action A financial variance identifies a difference between actual and expected performance, but it does not necessarily explain the underlying business problem. For example, declining EBITDA may result from lower revenue, reduced gross margins or increasing operating expenses. These financial drivers may reflect deeper operational causes, including reduced sales volumes, pricing pressure, inefficient processes or changing customer demand. Effective financial analysis connects these relationships through a structured approach: Variance → Cause → Risk → Action This framework helps transform financial reporting into actionable management insight. The goal is to explain what changed, identify why it matters and communicate what management should consider doing next. Who Is This Book For? Advanced — Volume III is designed for Data Professionals and technology leaders seeking a stronger understanding of strategic finance and executive decision-making. It is particularly relevant for: Heads of Data and aspiring Heads of Data. Data Engineering Managers and Analytics Managers. Senior Data Engineers and Data Architects. Business Intelligence Managers and Senior BI Professionals. Data Analysts working with executive financial reporting. IT Managers and Technology Leaders. Professionals developing Board reports, executive dashboards and financial models. Data leaders collaborating with CFOs, Finance Directors and executive management teams. A sound understanding of financial statements, budgeting, forecasting, working capital and cash flow is recommended. Foundation and Advanced Volumes I and II provide the ideal preparation. A Practical Executive Learning Journey This book covers Chapters 13–15 of the Accounting & Finance for Data Heads learning series, completing the original 60-day learning journey. The content progresses from executive reporting through financial modelling and strategic analysis to integrated financial decision-making. Through practical explanations and business scenarios, you'll learn how profitability, operating cash flow, investment decisions and financial risks interact. The learning journey culminates in an executive-level perspective that combines financial reasoning, business understanding and strategic judgement. The purpose is not to turn Data Professionals into CFOs. It is to help them understand how CFOs and executive teams interpret financial information, challenge assumptions, evaluate risks and make decisions. What You'll Receive Your purchase includes: Complete Advanced — Volume III Book: A downloadable PDF edition of Accounting & Finance for Data Heads — Advanced, Volume III. Chapters 13–15: Structured content covering executive financial reporting, financial modelling, strategic finance and decision-making. Practical Executive Scenarios: Business examples connecting financial performance, cash flow, investment and risk. Financial Analysis Frameworks: Approaches to variance interpretation, root cause analysis, scenario evaluation and executive reporting. Reference Material: A glossary of financial terms, key financial formulas and common financial reporting terminology. Independent Learning: Study at your own pace and revisit the material whenever needed. Format: Digital PDF download. This purchase includes Advanced — Volume III only. Foundation and Advanced Volumes I and II are separate publications. Interactive practice quizzes and subscription-based learning activities, where available, are separate from the PDF purchase. Complete the Accounting & Finance for Data Heads Learning Journey Advanced — Volume III is the final book in the series. The complete collection consists of: Foundation — Understanding the Language of Business: Accounting fundamentals, financial statements and business understanding. Advanced — Volume I: Management Accounting, Budgeting & Forecasting: Cost behaviour, budgeting, forecasting and performance management. Advanced — Volume II: Financial Performance & Business Analysis: Working capital, cash flow, financial performance and investment analysis. Advanced — Volume III: Strategic Finance & Executive Decision-Making: Board reporting, financial modelling, strategic risk and CFO-level thinking. Together, these four books provide a structured 60-day learning journey, progressing from accounting fundamentals to strategic financial analysis and executive decision support. From Data Leadership to Strategic Business Partnership Technical expertise enables Data Professionals to build reliable platforms, financial dashboards and analytical solutions. Financial understanding enables them to interpret the business meaning behind the numbers. Strategic financial understanding takes this capability further, connecting financial outcomes with operational causes, financial risks, alternative scenarios and management priorities. For Heads of Data, this represents a progression from delivering accurate reporting to becoming a trusted contributor to executive business discussions. The ultimate goal is not simply to deliver the numbers, but to understand the business, challenge assumptions and help leadership make better-informed decisions. OLALA Learning | Published by OLALA Agency