Python for Financial Analysis and Algorithmic Trading – Jose Portilla

🎓 Learn and Grow with Python for Financial Analysis and Algorithmic Trading – Jose Portilla - $194.99 Original price was: $194.99.$29.00Current price is: $29.00.

Discover your true potential with the Python for Financial Analysis and Algorithmic Trading – Jose Portilla - $194.99 Original price was: $194.99.$29.00Current price is: $29.00. course. Tailored for individuals at every skill level, this in-depth online program equips you with essential tools and proven strategies to excel in both your personal and professional endeavors.

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What you’ll learn

• Use NumPy to quickly work with Numerical Data
• Use Pandas for Analyze and Visualize Data
• Use Matplotlib to create custom plots
• Learn how to use statsmodels for Time Series Analysis
• Calculate Financial Statistics, such as Daily Returns, Cumulative Returns, Volatility, etc..
• Use Exponentially Weighted Moving Averages
• Use ARIMA models on Time Series Data
• Calculate the Sharpe Ratio
• Optimize Portfolio Allocations
• Understand the Capital Asset Pricing Model
• Learn about the Efficient Market Hypothesis
• Conduct algorithmic Trading on Quantopian

Course content

• Course Introduction
• Course Materials and Set-up Python Crash Course NumPy
• General Pandas Overview
• Visualization with Matplotlib and Pandas
• Data Sources
• Pandas with Time Series Data
• Capstone Stock Market Analysis Project
• Time Series Analysis
• Python Finance Fundamentals
• Basics of Algorithmic Trading with Quantopian
• Advanced Quantopian and Trading Algorithms
• BONUS SECTION: THANK YOU!

Requirements

• Some knowledge of programming (preferably Python)
• Ability to Download Anaconda (Python) to your computer
• Basic Statistics and Linear Algebra will be helpful

Description

Welcome to Python for Financial Analysis and Algorithmic Trading! Are you interested in how people use Python to conduct rigorous financial analysis and pursue algorithmic trading, then this is the right course for you!

This course will guide you through everything you need to know to use Python for Finance and Algorithmic Trading! We’ll start off by learning the fundamentals of Python, and then proceed to learn about the various core libraries used in the Py-Finance Ecosystem, including jupyter, numpy, pandas, matplotlib, statsmodels, zipline, Quantopian, and much more!

 We’ll cover the following topics used by financial professionals:

• Python Fundamentals
• NumPy for High Speed Numerical Processing
• Pandas for Efficient Data Analysis
• Matplotlib for Data Visualization
• Using pandas-datareader and Quandl for data ingestion
• Pandas Time Series Analysis Techniques
• Stock Returns Analysis
• Cumulative Daily Returns
• Volatility and Securities Risk
• EWMA (Exponentially Weighted Moving Average)
• Statsmodels
• ETS (Error-Trend-Seasonality)
• ARIMA (Auto-regressive Integrated Moving Averages)
• Auto Correlation Plots and Partial Auto Correlation Plots
• Sharpe Ratio
• Portfolio Allocation Optimization 
• Efficient Frontier and Markowitz Optimization
• Types of Funds
• Order Books
• Short Selling
• Capital Asset Pricing Model
• Stock Splits and Dividends
• Efficient Market Hypothesis
• Algorithmic Trading with Quantopian
• Futures Trading

Who this course is for:

• Someone familiar with Python who wants to learn about Financial Analysis!

📚 Why Choose the Python for Financial Analysis and Algorithmic Trading – Jose Portilla - $194.99 Original price was: $194.99.$29.00Current price is: $29.00. Course?

The Python for Financial Analysis and Algorithmic Trading – Jose Portilla - $194.99 Original price was: $194.99.$29.00Current price is: $29.00. course is more than just an online program—it's a transformative learning experience designed to help you reach new heights. Here's why learners from around the world trust WSOLib:

• ✅ Comprehensive and easy-to-follow course content.
• ✅ Practical techniques that you can apply immediately.
• ✅ Lifetime access to all course materials.
• ✅ Learn at your own pace, from anywhere in the world.
• ✅ No hidden fees—one-time payment with full access.

💻 What’s Included in the Python for Financial Analysis and Algorithmic Trading – Jose Portilla - $194.99 Original price was: $194.99.$29.00Current price is: $29.00. Course?

This course comes with:

• 🎥 High-quality video lessons that guide you step-by-step.
• 📄 Downloadable resources and course materials.
• 🧩 Interactive exercises to enhance your learning experience.
• 📧 Access to customer support for any assistance you need.