Analyze Financial Data Using Advanced Techniques

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Analyze Financial Data Using Advanced Techniques

Instructor: EDUCBA

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8 modules

Gain insight into a topic and learn the fundamentals.

2 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

8 modules

Gain insight into a topic and learn the fundamentals.

2 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

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.

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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 videosTotal 81 minutes

ODDS for and Against11 minutes
Total Probability7 minutes
Joint Probability6 minutes
Joint Probability of a Number of Independent Events8 minutes
Probability Tree7 minutes
Covariance9 minutes
Portfolio Expected Returns8 minutes
Bayes Formula11 minutes
Discrete and Continuous Probability Distribution7 minutes
Cumulative Distribution Function (CDF)7 minutes

5 assignmentsTotal 70 minutes

Core Probability Concepts10 minutes
Independent Events in Practice10 minutes
Risk Relationships and Return Logic10 minutes
Distribution Basics10 minutes
Probability Foundations for Financial Analysis30 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 videosTotal 90 minutes

Discrete Uniform7 minutes
Binomial Tree6 minutes
Tracking Error15 minutes
Standard Normal Distribution11 minutes
Continuous Compounding7 minutes
Sampling and Estimation8 minutes
Stratified Random Sampling6 minutes
Time Series vs Cross Sectional12 minutes
T - Distribution and Degrees of Freedom11 minutes
Sample Size Issues7 minutes

5 assignmentsTotal 70 minutes

Discrete Models in Finance10 minutes
Normality and Compounding10 minutes
Sampling Methods and Data Views10 minutes
Sample Reliability10 minutes
Distributions, Risk, and Sampling30 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 videosTotal 84 minutes

Desired Estimator Properties11 minutes
Technical Analysis8 minutes
Technical Analysis Chart11 minutes
Support and Resistance9 minutes
Common Chart Patters6 minutes
Bollinger Bands11 minutes
Sentiment Indicators8 minutes
Elliot Wave6 minutes
Hypothesis Testing8 minutes
Test Statistic and Critical Values8 minutes

5 assignmentsTotal 70 minutes

Estimators and Market Reading10 minutes
Price Levels and Patterns10 minutes
Indicators and Wave Interpretation10 minutes
Testing Market Hypotheses10 minutes
Estimation and Technical Market Analysis30 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 videosTotal 74 minutes

One Tailed Test11 minutes
P Value11 minutes
Example11 minutes
Test Statisic - Variance5 minutes
Aggregating Demand Supply Curves10 minutes
Demand and Supply Functions5 minutes
Introduction of Types of Markets4 minutes
Price Bubbles3 minutes
Calculation of Equilibrium5 minutes
Shifts and Movements8 minutes

5 assignmentsTotal 70 minutes

Interpreting Test Results10 minutes
Variance and Market Curves10 minutes
Demand, Supply, and Market Types10 minutes
Equilibrium in Motion10 minutes
Statistical Testing and Market Mechanics30 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 videosTotal 83 minutes

Continue on Shifts and Movements4 minutes
Stable and Unstable Equilibrium5 minutes
About Auctions10 minutes
Demand and Suppply Analysis10 minutes
Indifference Curve8 minutes
Consumers Equilibrium Bundle9 minutes
Currency Exchange Rates10 minutes
Market Participants8 minutes
Cross Rates10 minutes
Exchange Rate Regimes8 minutes

5 assignmentsTotal 70 minutes

Market Adjustments and Stability10 minutes
Consumer Demand Analysis10 minutes
Consumer Decisions and Forex Basics10 minutes
Exchange Rate Calculations10 minutes
Consumer Choice and Currency Markets30 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 videosTotal 91 minutes

Exchange Rates and Trade Deficit9 minutes
International Trade and Capital Flows9 minutes
Absolute Vs. Comparative Advantage9 minutes
Trade Restrictions10 minutes
Monetary and Fiscal Policy9 minutes
Definitions of Money10 minutes
Equilibrium in the Money Market10 minutes
Objectives of Central Banks12 minutes
Charecteristics of Central Banks7 minutes
Monetary Policy Transmission6 minutes

5 assignmentsTotal 70 minutes

Exchange Rates and Global Trade10 minutes
Trade Barriers and Policy Overview10 minutes
Central Bank Design10 minutes
Money and Central Banking10 minutes
International Trade and Policy Systems30 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 videosTotal 71 minutes

Neutral Interest Rate5 minutes
Fiscal Policy - Objectives and Tools8 minutes
Fiscal Multiplier8 minutes
Fiscal Policy Lag5 minutes
Understanding Business Cycles10 minutes
Business Cycle Theories10 minutes
Inflation Disinflation and Deflation6 minutes
Headlines and Core Inflation6 minutes
Factors Affecting Price Levels10 minutes
Leading Coincident and Lagging Indicators5 minutes

5 assignmentsTotal 70 minutes

Policy Rates and Fiscal Tools10 minutes
Policy Timing and Cycles10 minutes
Inflation Across the Economy10 minutes
Signals from the Economy10 minutes
Fiscal Policy and Business Cycles30 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 videosTotal 72 minutes

GDP - National Income10 minutes
National Income8 minutes
National Income - Saving IS Curve7 minutes
Aggregate Supply and Demand9 minutes
Source of Economic Growth8 minutes
Charecteristics of Market Structures7 minutes
Perfect Competiton8 minutes
Monopolistic Competition7 minutes
Effeciency of Monopolistic Competition2 minutes
Oligopoly and Cournot Model7 minutes

5 assignmentsTotal 70 minutes

Measuring Income and Output10 minutes
Growth and Aggregate Forces10 minutes
Forms of Market Competition10 minutes
Competition and Strategic Markets10 minutes
National Income, Growth, and Market Structures30 minutes

Instructor

EDUCBA

1,071 Courses267,103 learners

Offered by

EDUCBA

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