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The curriculum at Monash University FinTech Boot Camp is designed to give learners both the knowledge they need to move toward the financial technology industry and ample experience applying that knowledge to real-world problems.
Throughout the program, individuals will learn financial theory, tools, and technologies vetted by current practitioners and critical to ongoing competitiveness in the field of finance.
Fintech part-time
Learning Module: Intro to FinTech
Description:
Individuals begin with an introduction to the FinTech landscape before learning to conduct financial statement analysis in Microsoft Excel.What You Will Learn:
- FinTech Landscape
- Financial Statement Analysis
- Advanced Microsoft Excel
Learning Module: Financial Programming
Description:
Dive into programming with a popular language in the financial landscape - Python! You’ll learn Python and advanced Python-based financial libraries.What You Will Learn:
- Command Line Git
- Python Programming
- Pandas
- JSON
- NumPy
- SciPy
- Databases and APIs
- Financial Packages
- Financial Modeling
- Forecasting
- Time Series Analysis
Learning Module: Machine Learning Applications in Finance
Description:
Participants will explore how financial services and FinTech institutions are using machine learning, the cloud, and databases to leverage information.What You Will Learn:
- Algorithmic Trading
- Scikit-learn
- Linear Regression
- Logistic Regression
- k-Means Clustering
- Classification and Regression Tree (CART)
- Neural Networks
Learning Module: Blockchain and Cryptocurrency
Description:
Individuals will learn how to create smart contracts with Solidity and how to build their very own cryptocurrency.What You Will Learn:
- Solidity
- Smart Contracts
- Consensus Algorithms
- Transactions
- Validation
- Distributed Ledger
- Ethereum Blockchain
- Cryptocurrency
- Mining
- Truffle Suite
- Ganache