Download Careers360 App

    Python for Finance: Financial Analysis for Investing

    BY
    Udemy

    Brochure Enquire
    Mode

    Online

    Fees

    ₹ 449 3499

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 449  ₹3,499
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • One Question
    • Get the most out of this course

    Setup

    • Introduction
    • Download Anaconda (includes Python and Jupyter notebook)
    • Resources and setup environment in Jupyter notebook
    • Prompt rating

    Jupyter Notebook guide

    • Introduction
    • Jupyter Notebook Cheat Sheet.
    • Jupyter Notebook: The Dashboard
    • Jupyter Notebook: Run and restart a Notebook
    • Jupyter Notebook: Copy and reorganize code
    • Jupyter Notebook: Comment and markdown
    • Jupyter Notebook: Tab + Tab + Shift & Tab
    • What did we learn? 

    Python Crash Course

    • Introduction
    • Variables and types
    • The print statement
    • Boolean expressions
    • If statements
    • Python lists
    • For-loops
    • While loops
    • Python Dictionaries (dict)
    • Other types
    • Functions
    • Lambda functions
    • Exercises
    • Solutions
    • New to Python? We have all been there
    • What did we learn?

    Lemonade Stand

    • Introduction
    • Intrinsic Value
    • Introduction to the Lemonade Stand
    • The Lemonade Stand - the easy to understand example
    • Jupyter Notebook: The Lemonade Stand
    • Shares
    • Shares a story - Understand what they really are
    • Jupyter Notebook: Shares
    • Dividend
    • Dividend a story - an easy way to understand them
    • Jupyter Notebook: Dividend
    • What did we learn?

    Pandas

    • Introduction
    • Introduction to Pandas - a small demonstration
    • Series
    • DataFrames - Part I
    • DataFrames - Part II
    • DataFrames - Part III
    • DataFrames - Part IV
    • DataFrames - Part V
    • Read and Write with Pandas - Part I
    • Read and Write with Pandas - Part II
    • Read and Write with Pandas - Part III
    • Merge - Join - Concatenate - Part I
    • Merge - Join - Concatenate - Part II
    • Transpose and clean data
    • Views
    • Useful methods to know
    • Apply - an awesome method to master
    • Exercises
    • Solutions
    • What did we learn?

    Intrinsic Value

    • Introduction
    • Outcome of section
    • Understand Risk - Part I
    • Understand Risk - Part II
    • Understand Rik - Part III
    • Understand Risk - All put together
    • Evaluate Leadership
    • Debt-to-Equity ration - Evaluation
    • Jupyter Notebook: Debt-to-Equity ratio
    • Current ratio - Evaluation
    • Jupyter Notebook - Current ratio
    • Stable and predictable
    • Return of Investment (ROI) - Evaluation
    • Jupyter Notebook: Return of Investment
    • Revenue - Evaluation
    • Jupyter Notebook: Revenue
    • Earnings Per Share (EPS) - Evaluation
    • Jupyter Notebook: Earnings Per Share (EPS)
    • Book Value - Evaluation
    • Jupyter Notebook: Book Value
    • Free Cash Flow (FCF) - Evaluation
    • Jupyter Notebook: Free Cash Flow (FCF)
    • Combine All Data
    • Jupyter Notebook: Combine All Data
    • Calculate a Fair Price (Intrinsic Value)
    • Price-to-Earnings (PE) ratio
    • Jupyter Notebook: Price-to-Earnings (PE) ratio
    • Jupyter Notebook: Calculate a Fair Price (Intrinsic Value)
    • Compare it with Current Price
    • What did we learn?

    Matplotlib

    • Introduction
    • Overview of section
    • Jupyter Notebook: Matplotlib basics
    • Jupyter Notebook: Work with Axis
    • Jupyter Notebook: Title and Labels
    • Jupyter Notebook: Matplotlib and Pandas
    • Jupyter Notebook: Pandas and data structures
    • Jupyter Notebook: Bar plots
    • Exercises
    • Solutions
    • What did we learn?

    Visualization and Excel Export of Financial Data

    • Introduction
    • Matplotlib - Part I
    • Matplotlib - Part II
    • Export to Excel - Part I
    • Export to Excel - Part II
    • Export to Excel - Part III
    • What did we learn?

    Data Sources

    • Introduction
    • What will we learn?
    • Pandas Datareader - Remote Data Access for Pandas
    • Jupyter Notebook: Pandas Datareader - Part I
    • Jupyter Notebook: Pandas Datareader - Part II
    • The Yahoo! Finance API - read Financial Statements
    • Jupyter Notebook: Yahoo! Finance - Financial Statements
    • Web Scraping
    • Jupyter Notebook: Web Scraping
    • Exercises
    • Solutions
    • What did we learn?

    Time Series Data

    • Introduction
    • Rate of Return, Percentage Change, and Normalization
    • Jupyter Notebook: Rate of Return, Percentage Change, and Normalization
    • CAGR
    • Jupyter Notebook: CAGR
    • Jupyter Notebook: Multiple Time Frames
    • Case Study: DOW Theory
    • Jupyter Notebook: Case Study: DOW Theory
    • What did we learn?

    Technical Indicators

    • Introduction
    • What is a Technical Indicator and Types of Indicators
    • Indicator: Moving Average
    • Jupyter Notebook: Simple Moving Average (MA)
    • Jupyter Notebook: Exponential Moving Average (EMA)
    • Indicator: MACD
    • Jupyter Notebook: MACD
    • Indicator: Stochastic Oscillator
    • Jupyter Notebook: Stochastic Oscillator
    • Jupyter Notebook: Exporting to Excel
    • Jupyter Notebook: Using our Excel Sheet
    • Exercises
    • Solutions
    • What did we learn?

    NumPy

    • Introduction
    • Jupyter Notebook: Introduction to NumPy
    • Jupyter Notebook: Index, Slicing, and Views
    • Jupyter Notebook: DataFrames and Series with NumPy
    • Jupyter Notebook: Vectorization with NumPy
    • Jupyter Notebook: Matplotlib and NumPy
    • Jupyter Notebook: Dot product and Transpose
    • Exercises
    • Solutions
    • What did we learn?

    Correlation and Linear Regression

    • Introduction
    • Adjusted Close
    • Volatility of a Stock
    • Jupyter Notebook: Volatility Calculations
    • Correlation Between Securities
    • Jupyter Notebook: Correlation Calculations
    • Linear Regression
    • Jupyter Notebook: Linear Regression
    • Beta
    • Jupyter Notebook: Beta Calculations
    • CAPM
    • Jupyter Notebook: CAPM Calculations
    • Exercises
    • Solutions
    • What did we learn?

    Working with Portfolios and Monte Carlo Simulations

    • Introduction
    • Portfolios
    • Jupyter Notebook: Portfolio
    • Sharpe Ratio
    • Jupyter Notebook: Sharpe Ratio Calculations
    • Monte Carlo Simulations
    • Jupyter Notebook: Monte Carlo Simulations - Introduction
    • Jupyter Notebook: Portfolios and Monte Carlo Simulations
    • Jupyter Notebook: The Efficient Frontier
    • Exercises
    • Solutions
    • What did we learn?

    Finish Line

    • Introduction
    • 3 Books to Read
    • Goodbye

    Trending Courses

    Digital Marketing Courses Fashion Design Courses Data Science Courses Interior Design Courses Graphic Designing Courses Cyber Security Courses Nursing Courses Tally Courses Data Analysis Courses Web Designing Courses Artificial Intelligence Courses Ethical Hacking Courses Free Digital Marketing Courses And certifications Free Artificial Intelligence Courses And Certifications Free Data Analysis Courses And Certifications Free Cyber Security Courses And Certifications Free Data Science Courses And Certifications Free Cloud Computing Courses And Certifications Free Python Courses And Certifications Free Fashion And Textiles Courses And Certifications Free Graphic Designing Courses And Certifications Free Web Designing Courses And Certifications

    Popular Courses

    General Management Courses Public Health Courses Teaching and Education Courses Financial Management Courses Web Development Courses Mathematics Courses Data Science Courses Programming Courses Cyber Security Courses Digital Marketing Courses Law Courses Mechanical Engineering Courses Explore all courses

    Popular Platforms

    upGrad Courses Udemy Courses Edx Courses Swayam Courses Coursera Courses NPTEL Courses Futurelearn Courses Mindmajix Technologies Courses Vskills Courses IIT Kharagpur Courses IIT Kanpur Courses Emeritus Courses Explore all platforms

    Learn more about the Courses

    10 Reasons to Enrol Yourself in a Digital Marketing Course 8 Must-Have Skills for AWS Cloud Architects Planning to Upskill Yourself? Enrol for a Program in Data Science 25+ Tips for Improving Your Graphic Design Skills Top Universities in India Offering Cyber Security Courses 15+ Courses for Learning Data Mining How to Make a Career in the Field of Artificial Intelligence Top 10 Benefits Of Holding A Certification In Business Intelligence Which are the best certification courses for Photography in India A Beginner's Guide to Pursue Python Programming Want to Pursue a Career in Blockchain Technology? Here is all that you need to Know How Entrepreneurs Can Use Machine Learning to Make their Business Successful? The Scope of Artificial Intelligence in India Top 10 Online Courses for Travel Lovers 10 Best Certification Courses After Hospital and Healthcare Management
    Providers
    Close
    Download Careers360 App
    All this at the convenience of your phone

    • Regular Exam Updates

    • Best College Recommendations

    • College & Rank predictors

    • Detailed Books and Sample Papers

    • Question and Answers

    google play
    students
    400M+ Students
    Colleges
    36K+ Colleges
    Exams
    500+ Exams
    eBooks
    3K+ eBooks
    Certification
    16K+ Certifications
    mobile