Analyze Financial Data Using Advanced Techniques
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Analyze Financial Data Using Advanced Techniques
This course is part of Financial Analysis & Investment Strategy Mastery Specialization
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What you'll learn
Analyze probability concepts and statistical distributions for financial risk.
Apply technical and macroeconomic analysis to interpret market behavior.
Use data-driven methods to support financial decision-making.
Skills you'll gain
- Financial Trading
- Financial Data
- Market Dynamics
- Technical Analysis
- Market Trend
- International Finance
- Risk Analysis
- Finance
- Advanced Analytics
- Economics
- Statistical Analysis
- Probability Distribution
- Data Analysis
- Probability
- Market Data
- Consumer Behaviour
- Financial Analysis
- Business
- Supply And Demand
- Financial Policy
Details to know
April 2026
40 assignments
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There are 8 modules in this course
Learners will analyze probability concepts, evaluate financial risk using statistical distributions, apply technical and macroeconomic analysis, and interpret market structures to support data-driven financial decision-making.
This course equips learners with advanced financial analysis skills by integrating probability, statistics, technical analysis, and macroeconomic frameworks into a cohesive learning journey. Participants will develop the ability to assess uncertainty, interpret financial data, and evaluate economic indicators that influence investment and policy decisions. What makes this course unique is its structured progression from foundational probability to complex market systems, combining quantitative techniques with real-world financial applications. Learners will gain hands-on analytical thinking skills that are directly applicable to portfolio management, risk assessment, and global market evaluation. By the end of the course, learners will be able to make informed financial decisions, interpret market signals, and apply analytical tools used by professional financial analysts in dynamic economic environments.
This module introduces foundational probability concepts essential for financial analysis, including event relationships, probability rules, and basic distributions used in risk assessment and decision-making.
What's included
10 videos5 assignments
10 videos•Total 81 minutes
- ODDS for and Against•11 minutes
- Total Probability•7 minutes
- Joint Probability•6 minutes
- Joint Probability of a Number of Independent Events•8 minutes
- Probability Tree•7 minutes
- Covariance•9 minutes
- Portfolio Expected Returns•8 minutes
- Bayes Formula•11 minutes
- Discrete and Continuous Probability Distribution•7 minutes
- Cumulative Distribution Function (CDF)•7 minutes
5 assignments•Total 70 minutes
- Core Probability Concepts•10 minutes
- Independent Events in Practice•10 minutes
- Risk Relationships and Return Logic•10 minutes
- Distribution Basics•10 minutes
- Probability Foundations for Financial Analysis•30 minutes
This module explores probability distributions, risk measurement techniques, and statistical sampling methods to enhance data-driven financial analysis and forecasting accuracy.
What's included
10 videos5 assignments
10 videos•Total 90 minutes
- Discrete Uniform•7 minutes
- Binomial Tree•6 minutes
- Tracking Error•15 minutes
- Standard Normal Distribution•11 minutes
- Continuous Compounding•7 minutes
- Sampling and Estimation•8 minutes
- Stratified Random Sampling•6 minutes
- Time Series vs Cross Sectional•12 minutes
- T - Distribution and Degrees of Freedom•11 minutes
- Sample Size Issues•7 minutes
5 assignments•Total 70 minutes
- Discrete Models in Finance•10 minutes
- Normality and Compounding•10 minutes
- Sampling Methods and Data Views•10 minutes
- Sample Reliability•10 minutes
- Distributions, Risk, and Sampling•30 minutes
This module covers statistical estimation techniques and introduces technical analysis tools used to interpret market trends, price patterns, and investor behavior.
What's included
10 videos5 assignments
10 videos•Total 84 minutes
- Desired Estimator Properties•11 minutes
- Technical Analysis•8 minutes
- Technical Analysis Chart•11 minutes
- Support and Resistance•9 minutes
- Common Chart Patters•6 minutes
- Bollinger Bands•11 minutes
- Sentiment Indicators•8 minutes
- Elliot Wave•6 minutes
- Hypothesis Testing•8 minutes
- Test Statistic and Critical Values•8 minutes
5 assignments•Total 70 minutes
- Estimators and Market Reading•10 minutes
- Price Levels and Patterns•10 minutes
- Indicators and Wave Interpretation•10 minutes
- Testing Market Hypotheses•10 minutes
- Estimation and Technical Market Analysis•30 minutes
This module focuses on hypothesis testing, variance analysis, and core economic principles such as demand, supply, and market equilibrium to understand market behavior.
What's included
10 videos5 assignments
10 videos•Total 74 minutes
- One Tailed Test•11 minutes
- P Value•11 minutes
- Example•11 minutes
- Test Statisic - Variance•5 minutes
- Aggregating Demand Supply Curves•10 minutes
- Demand and Supply Functions•5 minutes
- Introduction of Types of Markets•4 minutes
- Price Bubbles•3 minutes
- Calculation of Equilibrium•5 minutes
- Shifts and Movements•8 minutes
5 assignments•Total 70 minutes
- Interpreting Test Results•10 minutes
- Variance and Market Curves•10 minutes
- Demand, Supply, and Market Types•10 minutes
- Equilibrium in Motion•10 minutes
- Statistical Testing and Market Mechanics•30 minutes
This module explores consumer behavior, demand analysis, and foreign exchange fundamentals, focusing on how individual choices and currency markets influence global financial systems.
What's included
10 videos5 assignments
10 videos•Total 83 minutes
- Continue on Shifts and Movements•4 minutes
- Stable and Unstable Equilibrium•5 minutes
- About Auctions•10 minutes
- Demand and Suppply Analysis•10 minutes
- Indifference Curve•8 minutes
- Consumers Equilibrium Bundle•9 minutes
- Currency Exchange Rates•10 minutes
- Market Participants•8 minutes
- Cross Rates•10 minutes
- Exchange Rate Regimes•8 minutes
5 assignments•Total 70 minutes
- Market Adjustments and Stability•10 minutes
- Consumer Demand Analysis•10 minutes
- Consumer Decisions and Forex Basics•10 minutes
- Exchange Rate Calculations•10 minutes
- Consumer Choice and Currency Markets•30 minutes
This module examines international trade principles, trade policies, and the structure and role of monetary systems and central banks in global financial markets.
What's included
10 videos5 assignments
10 videos•Total 91 minutes
- Exchange Rates and Trade Deficit•9 minutes
- International Trade and Capital Flows•9 minutes
- Absolute Vs. Comparative Advantage•9 minutes
- Trade Restrictions•10 minutes
- Monetary and Fiscal Policy•9 minutes
- Definitions of Money•10 minutes
- Equilibrium in the Money Market•10 minutes
- Objectives of Central Banks•12 minutes
- Charecteristics of Central Banks•7 minutes
- Monetary Policy Transmission•6 minutes
5 assignments•Total 70 minutes
- Exchange Rates and Global Trade•10 minutes
- Trade Barriers and Policy Overview•10 minutes
- Central Bank Design•10 minutes
- Money and Central Banking•10 minutes
- International Trade and Policy Systems•30 minutes
This module covers fiscal policy tools, business cycle dynamics, inflation concepts, and economic indicators used to analyze macroeconomic trends and policy effectiveness.
What's included
10 videos5 assignments
10 videos•Total 71 minutes
- Neutral Interest Rate•5 minutes
- Fiscal Policy - Objectives and Tools•8 minutes
- Fiscal Multiplier•8 minutes
- Fiscal Policy Lag•5 minutes
- Understanding Business Cycles•10 minutes
- Business Cycle Theories•10 minutes
- Inflation Disinflation and Deflation•6 minutes
- Headlines and Core Inflation•6 minutes
- Factors Affecting Price Levels•10 minutes
- Leading Coincident and Lagging Indicators•5 minutes
5 assignments•Total 70 minutes
- Policy Rates and Fiscal Tools•10 minutes
- Policy Timing and Cycles•10 minutes
- Inflation Across the Economy•10 minutes
- Signals from the Economy•10 minutes
- Fiscal Policy and Business Cycles•30 minutes
This module explores national income accounting, economic growth drivers, aggregate demand and supply, and different market structures influencing competition and pricing.
What's included
10 videos5 assignments
10 videos•Total 72 minutes
- GDP - National Income•10 minutes
- National Income•8 minutes
- National Income - Saving IS Curve•7 minutes
- Aggregate Supply and Demand•9 minutes
- Source of Economic Growth•8 minutes
- Charecteristics of Market Structures•7 minutes
- Perfect Competiton•8 minutes
- Monopolistic Competition•7 minutes
- Effeciency of Monopolistic Competition•2 minutes
- Oligopoly and Cournot Model•7 minutes
5 assignments•Total 70 minutes
- Measuring Income and Output•10 minutes
- Growth and Aggregate Forces•10 minutes
- Forms of Market Competition•10 minutes
- Competition and Strategic Markets•10 minutes
- National Income, Growth, and Market Structures•30 minutes
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Reviewed on May 8, 2026
The teaching method was simple and easy to understand.
Reviewed on Apr 29, 2026
Highly recommended for anyone, the course structure is very simple and easy to understand.
Reviewed on May 4, 2026
It helped me improve my knowledge and gain useful skills. Highly recommended for anyone looking to learn effectively.
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