Tutorialspoint

April Learning Carnival is here, Use code FEST10 for an extra 10% off

Python for Finance and Data Science

person icon Algovibes

4.2

Python for Finance and Data Science

Learn Python Programming and apply Financial Data Science to REAL data - from Beginner to Professional

updated on icon Updated on Apr, 2024

language icon Language - English

person icon Algovibes

category icon Python,Finance,Data Science and AI ML

Lectures -73

Duration -8.5 hours

4.2

price-loader

30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.

Course Description

Are you ready to revolutionize your understanding of Finance and Data Science? 

Dive into the world of Python for Finance and Data Science, where cutting-edge technology meets the dynamic field of financial analysis.

In this comprehensive course, I will guide you through the essential principles and practical techniques that will supercharge your financial analysis skills. Whether you're an aspiring financial professional, data scientist, quant-oriented or simply eager to expand your knowledge, this course will empower you to extract valuable insights from financial data and make informed decisions.

Harness the power of Python, the industry's leading programming language for data analysis and automation. Explore the intricacies of financial data retrieval, preprocessing, manipulation and gain the tools to transform raw data into compelling visualizations and intuitive dashboards.

Discover how to implement Portfolio Analysis and Portfolio optimization techniques, all using Python. Uncover hidden patterns in the data, build and backtest trading strategies, and explore algorithmic trading possibilities.

But it doesn't stop there! This course goes beyond finance by incorporating essential data science concepts. You'll master the art of Data manipulation, Portfolio Analysis, Applied Financial Analysis, Backtesting and uncover critical business insights.


Get ready for hands-on exercises, real-world examples, and expert guidance from an actively working quant finance professional

My engaging curriculum ensures a seamless learning experience as I am equipping you with the skills to excel in the fast-paced world of finance and Data Science.


Don't miss this opportunity to transform your career and gain a competitive edge in the financial or data industry. Enroll now and unleash the full potential of Python for Finance and Data Science!


What will YOU learn in specific?

  • Fundamental Python Programming

  • An Introduction to one of the most powerful Data Science and Financial Data Analysis Libraries: Pandas

  • A FULL guide into applied Financial Data Analysis

  • A FULL guide into Portfolio Analysis and Portfolio Management with Python on real stock data

  • You will learn to quantitatively analyze you own portfolio and give it a reality check! :-)

  • An Introduction to Backtesting Trading Strategies and Vectorization

  • Optimizing a Portfolio using state of the art tools

  • Advanced Trading Strategies using concepts of Optimization and Machine Learning

  • Building state of the art and beautiful Interactive Finance Dashboard

  • Learn about the powerful Intersection of Pandas & SQL and use it to leverage your knowledge


Why this course and no other one?

  • I am actively working in the field of quant Finance covering Data Science and quantitive Finance topics since several years and wrote my Master Thesis in quantitative Finance - I know what's relevant in practice but also what is relevant to cover to level up!

  • I have taught Python for Finance and Automated Trading topics to over 75.000 people on YouTube and countless people privately.

  • You will get a lot of Quizzes, Exercises to apply what I taught and I will give you relevant tips and practical advise. I challenge you to solve all of the provided exercises! :-)

  • There is no single time filler in this course. We are getting straight to the topics and I am being as brief as possible but also taking my time to be as specific as possible

  • Outstanding support: If you don’t understand something, you feel you are stuck or you simply want to connect with me just write me a message and I am getting back to you as soon as possible!


What are you waiting for? Click 'Enroll now'  to get started! I am excited and looking forward to see you inside the course :-)

Goals

What will you learn in this course:

  • Learn how to code in Python from scratch
  • Become a PRO in Data Analysis in specific Financial Data
  • Build and Backtest Trading Strategies with Python
  • Understand and Optimize the Return and Risk profile of your Portfolio
  • Compare stocks and Portfolio in terms of their Sharpe ratio
  • Have an outstanding technical skillset to apply for a quant job in a financial institution or data based company
  • Be able to perform in depth Investment Analysis
  • Solve real-world problems using Python
  • Visualize your data in interactive Dashboards
  • Learn about best practices and relevant practice advice working with financial data
  • Be able to compare stocks
  • Understand the difference between Log returns and returns
  • Optimize weights by using the concept of the Efficient Frontier
  • Leverage Algebra concepts to do powerful calculations
  • Learn to use the powerful intersection of Pandas & SQL to build, maintain and leverage Databases
  • Understand how you can leverage Algebra to make powerful computations

Prerequisites

What are the prerequisites for this course?

  • No programming experience required. We are starting from Zero.
  • It helps to have a basic understanding of the stock market but it isn't mandatory
Python for Finance and Data Science

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
3 Lectures
  • play icon What does this course cover? 01:18 01:18
  • play icon Disclaimer [MUST WATCH!] 01:25 01:25
  • play icon How to get the most of this course? 00:20 00:20
Installation and Jupyter Notebook Basics
2 Lectures
Tutorialspoint
Python Fundamentals
18 Lectures
Tutorialspoint
Fundamentals of Pandas
6 Lectures
Tutorialspoint
Applied Financial Data Analysis
15 Lectures
Tutorialspoint
Portfolio Analysis and Portfolio Management with Python
7 Lectures
Tutorialspoint
Introduction to Backtesting Trading Strategies
3 Lectures
Tutorialspoint
Project I: Momentum Trading Strategies
3 Lectures
Tutorialspoint
Project II: Backtesting JPMorgans Volatility Index (VIX) based Strategy
1 Lectures
Tutorialspoint
Project III: Stock Market Analysis Interactive Dashboards with Streamlit
3 Lectures
Tutorialspoint
Project IV: Machine Learning applied on Stock Data
2 Lectures
Tutorialspoint
Project V: An advanced guide to Backtesting and Optimization on over 500 Stocks
3 Lectures
Tutorialspoint
Project VI: Optimizing a Portfolio based on the Sharpe Ratio
2 Lectures
Tutorialspoint
Extra BONUS Chapter: Pandas & SQL
5 Lectures
Tutorialspoint

Instructor Details

Algovibes

Algovibes

e


Course Certificate

Use your certificate to make a career change or to advance in your current career.

sample Tutorialspoint certificate

Our students work
with the Best

Related Video Courses

View More

Annual Membership

Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses

Subscribe now
Annual Membership

Online Certifications

Master prominent technologies at full length and become a valued certified professional.

Explore Now
Online Certifications

Talk to us

1800-202-0515