Python & Machine Learning for Financial Analysis free download

Master Python 3 programming fundamentals for Data Science and Machine Learning with focus on Finance . Understand how to leverage the power of Python to apply key financial concepts such as calculating daily portfolio returns, risk and Sharpe ratio . Apply machine and deep learning models to solve real-world problems in the banking and finance sectors . Use Jupyter Notebooks for developing, presenting and sharing Data Science projects . Understand the theory and intuition behind Capital Asset Pricing Model (CAPM), CAPM . Use NumPy for scientific computing, Pandas for Data Analysis, Matplotlib/Seaborn for data plotting/visualization . Master SciKit-Learn library to build, train and tune machine learning models .

What you’ll learn in Python & & Artificial Intelligence for Financial Analysis

  1. Master Python 3 programs basics for Data Science as well as Artificial intelligence with focus on Financing.
  2. Understand how to leverage the power of Python to apply crucial monetary ideas such as calculating daily portfolio returns, danger and Sharpe ratio.
  3. Understand the theory and also intuition behind Resources Property Rates Design (CAPM)
  4. Understand exactly how to utilize Jupyter Notebooks for establishing, providing as well as sharing Data Scientific research jobs.
  5. crucial Python Libraries such as NumPy for scientific computing, Pandas for Information Evaluation, Matplotlib/Seaborn for information plotting/visualization
  6. Master SciKit-Learn collection to construct, train and tune maker discovering versions using real-world datasets.
  7. Apply device and deep discovering designs to address real-world troubles in the banking and also financing industries
  8. Comprehend the concept and intuition behind several device discovering algorithms for regression, category and clustering
  9. Examine the efficiency of experienced equipment learning regression models utilizing different KPI (Trick Efficiency signs)
  10. Evaluate the efficiency of trained equipment discovering classifiers utilizing various KPIs such as accuracy, precision, recall, as well as F1-score.
  11. Understand the underlying theory, instinct behind Artificial Neural Networks (ANNs), Frequent Neural Networks (RNNs) & & Long Short-term Memory Networks (LSTM).
  12. Train ANNs making use of back breeding and also gradient descent formulas.
  13. Maximize ANNs hyper specifications such as number of covert layers as well as neurons to improve network performance.
  14. Master function design as well as information cleansing methods for machine learning and also information science applications.

Description

Are you all set to find out python programming principles and directly use them to address real life applications in Money as well as Banking?

If the response is of course, after that welcome to the “The Complete Python and also Machine Learning for Financial Evaluation” course in which you will discover everything you need to establish practical real-world finance/banking applications in Python!

So why Python?

Python is rated as the top programs language to discover in 2020, below are 6 reasons you need to discover Python today!

1. # 1 language for AI & & Artificial Intelligence: Python is the # 1 shows language for machine learning and also artificial intelligence.

Who this course is for:

  • Financial analysts who want to harness the power of Data science and AI to optimize business processes, maximize revenue, reduce costs.
  • Python programmer beginners and data scientists wanting to gain a fundamental understanding of Python and Data Science applications in Finance/Banking sectors.
  • Investment bankers and financial analysts wanting to advance their careers, build their data science portfolio, and gain real-world practical experience.
  • There is no prior experience required, Even if you have never used python or any programming language before, don’t worry! You will have a clear video explanation for each of the topics we will be covering. We will start from the basics and gradually build up your knowledge.
File Name :Python & Machine Learning for Financial Analysis free download
Content Source:udemy
Genre / Category:Development
File Size :0.54 gb
Publisher :Dr. Ryan Ahmed
Updated and Published:07 Jul,2022

Related post

File name: Python-Machine-Learning-for-Financial-Analysis.rar
File Size:0.54 gb
Course duration:1 hours
Instructor Name:Dr. Ryan Ahmed, Ph.D., MBA , Ligency I Team , Mitchell Bouchard , Ligency Team
Language:English
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