Course Overview
Quantitative Finance Fundamentals হলো একটি Beginner-Friendly & Practical Course, যেখানে mathematics, statistics, financial theory এবং data analysis-এর মাধ্যমে financial concepts শেখানো হবে।
এই course-এ Time Value of Money, Return & Risk, Probability, Statistics, Correlation, Regression, Portfolio Fundamentals, Financial Ratios, DCF, Bond & Stock Valuation এবং Risk Measurement-এর basic concepts শেখানো হবে।
Practical Examples-এর মাধ্যমে learners quantitative finance সহজভাবে বুঝে data-driven financial decision making-এর একটি strong foundation তৈরি করতে পারবে।
What You Will Learn
✔ Quantitative Finance Fundamentals
✔ Financial Mathematics
✔ Time Value of Money
✔ Simple & Compound Interest
✔ Present Value & Future Value
✔ Discounting & Compounding
✔ Financial Return
✔ Risk Measurement
✔ Probability Fundamentals
✔ Statistical Concepts
✔ Mean, Median & Variance
✔ Standard Deviation
✔ Correlation
✔ Covariance
✔ Basic Regression
✔ Portfolio Fundamentals
✔ Diversification
✔ Stock Valuation Basics
✔ Bond Valuation Basics
✔ Discounted Cash Flow
✔ Financial Ratios
✔ Risk-Return Analysis
✔ Quantitative Decision Making
Course Curriculum
Module 1 — Introduction to Quantitative Finance
- What is Quantitative Finance?
- Quantitative vs Traditional Finance
- Role of Mathematics in Finance
- Role of Statistics
- Financial Data
- Quantitative Models
- Real-World Applications
- Quant Finance Career Overview
- Limitations of Quantitative Models
Module 2 — Financial Mathematics
- Basic Financial Mathematics
- Variables & Financial Notation
- Percentages
- Growth Rates
- Financial Calculations
- Simple Interest
- Compound Interest
- Effective Interest Rate
- Annual Growth
- Financial Formula Interpretation
Module 3 — Time Value of Money
- Time Value of Money
- Present Value
- Future Value
- Discounting
- Compounding
- Discount Rate
- Cash Flow Timing
- Annuity Fundamentals
- Financial Decision Making
- Practical TVM Examples
Module 4 — Return & Performance
- What is Financial Return?
- Absolute Return
- Percentage Return
- Holding Period Return
- Average Return
- Annualized Return
- Expected Return
- Real vs Nominal Return
- Return Comparison
- Interpreting Investment Performance
Module 5 — Risk Fundamentals
- What is Financial Risk?
- Sources of Risk
- Market Risk
- Credit Risk
- Liquidity Risk
- Operational Risk
- Business Risk
- Investment Risk
- Risk vs Return Relationship
- Measuring Financial Risk
Module 6 — Probability for Finance
- Probability Fundamentals
- Events
- Outcomes
- Probability Distribution
- Expected Value
- Conditional Probability
- Independent Events
- Dependent Events
- Probability in Risk Analysis
- Financial Decision Making Under Uncertainty
Module 7 — Statistics for Finance
- Descriptive Statistics
- Mean
- Median
- Mode
- Range
- Variance
- Standard Deviation
- Percentiles
- Distribution
- Outliers
- Interpreting Financial Data
Module 8 — Correlation & Covariance
- What is Correlation?
- Positive Correlation
- Negative Correlation
- Zero Correlation
- Covariance
- Relationship Between Assets
- Portfolio Diversification
- Correlation in Risk Management
- Interpreting Correlation Results
Module 9 — Regression Fundamentals
- What is Regression?
- Independent & Dependent Variables
- Linear Regression
- Trend Analysis
- Regression Coefficient
- R-Squared
- Forecasting Basics
- Regression in Financial Analysis
- Limitations of Regression Models
Module 10 — Portfolio Fundamentals
- What is an Investment Portfolio?
- Portfolio Return
- Portfolio Risk
- Asset Allocation
- Diversification
- Correlation & Diversification
- Risk-Return Trade-off
- Portfolio Construction Basics
- Efficient Portfolio Concept
- Portfolio Performance
Module 11 — Stock Valuation Fundamentals
- What is Stock Valuation?
- Intrinsic Value
- Market Price
- Earnings
- Dividends
- P/E Ratio
- EPS
- Dividend Yield
- Growth Rate
- Basic Valuation Models
- Relative Valuation
Module 12 — Bond Valuation Fundamentals
- What is a Bond?
- Face Value
- Coupon
- Maturity
- Yield
- Bond Price
- Relationship Between Price & Yield
- Present Value of Bond Cash Flows
- Basic Bond Valuation
- Interest Rate Risk
Module 13 — Discounted Cash Flow Analysis
- DCF Fundamentals
- Future Cash Flows
- Discount Rate
- Present Value
- Terminal Value Concept
- Enterprise Value
- Investment Evaluation
- NPV Fundamentals
- IRR Fundamentals
- DCF Limitations
Module 14 — Financial Ratios & Quantitative Analysis
- Liquidity Ratios
- Profitability Ratios
- Leverage Ratios
- Efficiency Ratios
- Valuation Ratios
- Current Ratio
- Debt-to-Equity
- ROA
- ROE
- Profit Margin
- P/E Ratio
- Interpreting Financial Ratios
Module 15 — Risk-Return Analysis
- Risk-Return Relationship
- Expected Return
- Volatility
- Standard Deviation
- Risk-Adjusted Performance
- Comparing Investments
- Investment Risk Profile
- Portfolio Risk
- Diversification Benefits
- Basic Risk Management
Module 16 — Quantitative Financial Decision Making
- Data-Driven Decision Making
- Comparing Investment Options
- Scenario Analysis
- Sensitivity Analysis
- Best-Case Scenario
- Base-Case Scenario
- Worst-Case Scenario
- Financial Forecasting Basics
- Quantitative Decision Framework
Practical Quantitative Finance Projects
Course-এর practical sessions-এ learners financial data এবং realistic examples ব্যবহার করে quantitative concepts apply করবেন।
📊 Project 1 — Investment Return Analysis
একটি investment-এর—
- Initial Investment
- Final Value
- Return
- Annualized Return
calculate ও analyse করা হবে।
📈 Project 2 — Risk Analysis
Selected financial data ব্যবহার করে—
- Mean
- Variance
- Standard Deviation
- Volatility
calculate করে investment risk analyse করা হবে।
🔗 Project 3 — Correlation Analysis
একাধিক financial asset-এর price/return data ব্যবহার করে correlation analyse করা হবে এবং diversification-এর impact বোঝা হবে।
📊 Project 4 — Basic Regression
Financial data ব্যবহার করে basic regression model তৈরি করে relationship ও trend analyse করা হবে।
💼 Project 5 — Portfolio Analysis
একটি sample portfolio-এর—
- Asset Allocation
- Expected Return
- Risk
- Correlation
- Diversification
analyse করা হবে।
💰 Project 6 — Stock Valuation
একটি selected company-এর financial information ব্যবহার করে basic valuation ratios এবং intrinsic value concepts analyse করা হবে।
🏦 Project 7 — Bond Valuation
Coupon, maturity এবং required return ব্যবহার করে একটি bond-এর basic valuation করা হবে।
📑 Final Project — Quantitative Financial Analysis
Course শেষে একটি complete financial analysis project করা হবে যেখানে থাকবে—
- Return Analysis
- Risk Analysis
- Statistical Analysis
- Correlation
- Portfolio Analysis
- Valuation
- Scenario Analysis
- Final Investment/Financial Interpretation
Course Features
✅ 20 Hours Professional Training
✅ বাংলা + English Explanation
✅ Beginner to Intermediate Level
✅ Quantitative Finance Fundamentals
✅ Financial Mathematics
✅ Time Value of Money
✅ Compound Interest
✅ Return & Risk
✅ Probability
✅ Statistics
✅ Standard Deviation
✅ Correlation & Covariance
✅ Regression Fundamentals
✅ Portfolio Analysis
✅ Diversification
✅ Stock Valuation
✅ Bond Valuation
✅ DCF Fundamentals
✅ Financial Ratios
✅ Risk-Return Analysis
✅ Scenario Analysis
✅ Sensitivity Analysis
✅ Practical Financial Projects
✅ Real-World Examples
✅ Final Quantitative Finance Project
✅ Instructor Support
✅ Class Recording (যদি প্রযোজ্য হয়)
✅ Certificate of Completion (যদি প্রদান করা হয়)
Who Can Join?
- Finance Students
- Business Students
- Economics Students
- Accounting Professionals
- Finance Professionals
- Investment Enthusiasts
- Business Analysts
- Financial Analysts
- Data Analysts
- Entrepreneurs
- Business Owners
- Banking Professionals
- Investment Professionals
- Stock Market Learners
- Aspiring Quantitative Analysts
- যারা Finance-এর quantitative side শিখতে চান
Basic Mathematics knowledge recommended, তবে advanced mathematics background প্রয়োজন নেই।
After Completing This Course
এই course শেষ করার পর আপনি—
- Quantitative Finance-এর basic concepts বুঝতে পারবেন।
- Financial mathematics-এর fundamental calculations করতে পারবেন।
- Present Value এবং Future Value বুঝতে ও calculate করতে পারবেন।
- Compound interest ও discounting concepts apply করতে পারবেন।
- Investment return calculate ও compare করতে পারবেন।
- Financial risk-এর বিভিন্ন types বুঝতে পারবেন।
- Probability ব্যবহার করে uncertainty analyse করতে পারবেন।
- Mean, variance এবং standard deviation ব্যবহার করে financial data analyse করতে পারবেন।
- Correlation ও covariance ব্যবহার করে asset relationships বুঝতে পারবেন।
- Basic regression ব্যবহার করে financial trends analyse করতে পারবেন।
- Portfolio return ও risk-এর fundamentals বুঝতে পারবেন।
- Diversification কীভাবে portfolio risk প্রভাবিত করে তা বুঝতে পারবেন।
- Basic stock valuation metrics analyse করতে পারবেন।
- Bond valuation-এর fundamental concepts apply করতে পারবেন।
- DCF এবং NPV-এর basic principles বুঝতে পারবেন।
- Financial ratios ব্যবহার করে company performance analyse করতে পারবেন।
- Risk-return relationship evaluate করতে পারবেন।
- Scenario ও sensitivity analysis ব্যবহার করে financial decisions evaluate করতে পারবেন।
- Data-driven financial decision making-এর foundation তৈরি করতে পারবেন।
- Quantitative Finance-এর advanced courses-এর জন্য প্রস্তুত হতে পারবেন।