Python Machine Learning Bundle by CFI | Coursetakers.com

Python Machine Learning Bundle


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Learn the most fundamental Python functions used in the finance industry, and to build investor classifiers using machine learning algorithms.

$247
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Lifetime access.

Course Details

Bundle overview:

Welcome to CFI's Applied Machine Learning Algorithms Course. The world of finance is changing and now is the time to invest. The skillsets of investment bankers, asset managers, sales and trading professionals are all rapidly evolving. Developing a skillset in machine learning is essential if you want to progress.

CFI has partnered with Machine Learning Edge to bring to you the Python Machine Learning bundle. First, in our Python Fundamentals course, you will learn the foundations of Python, used specifically for finance and Excel. Then, in our Applied Machine Learning Algorithms, you’ll utilize the knowledge from Python Fundamentals to build machine learning investor classifiers.

We will explore real case studies from investing banking and capital markets applications being used today to advise Fortune 500 companies all over the world.

 

By the end of the bundle, you will be able to:

 

Python Fundamentals:

  • Write and execute basic Python code to perform advanced calculation, generate outputs, create variables, abstract from data, etc.

  • Create and manipulate important data structures such as lists, tuples, sets, and dictionaries

  • Use for loops and conditional logic to create your own custom functions

  • Import external packages including NumPy and Pandas

  • Generate random integers and samples

  • Filter, segment, and summarize data

 

Applied Machine Learning Algorithms:

  • Identify overfit regression models

  • Compare different regularized regression algorithms and decision tree ensemble algorithms

  • Explain the confusion matrix and its relation to the ROC curve

  • Construct training data sets, testing data sets, and model pipelines

  • Perform advanced data cleaning, exploration, and visualization

  • Engineer features based on conditional relationships between existing features

  • Build and finalize a machine learning classifier

 

 

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Corporate Finance Institute® (CFI) is a leading global provider of online financial modeling and valuation courses. Since 2016, CFI’s programs and certifications have been delivered to over 500,000 individuals at top universities, investment banks, accounting firms, and operating companies around the world.

Our mission is to help anyone become a world-class financial analyst.

The modern financial analyst requires a well-rounded skill set that takes time to acquire. Some of the skills are developed in university, some are developed on the job, and some of the skills come from experience and developing a strong business intuition. At CFI, we combine all three skill sets — theory, application, and intuition — into a condensed, self-paced program that can be taken anytime, anywhere.

Financial Modeling & Valuation Analyst (FMVA)® Program

CFI is the official global provider of the Financial Modeling and Valuation Analyst (FMVA)® designation.

This intensive program is delivered to aspiring finance professionals around the world who want to become world-class financial analysts.

We pledge 1% to global education.

We believe that everyone in the world should have equal access to high-quality education.

For every course and product we sell, we’re proud to donate 1% of our profit to charities that support global education.

Practical Courses and Training

CFI courses give you practical skills, templates, and tools to move up the finance ladder. We pick up where business school leaves off to teach you on-the-job aspects of corporate finance, investment banking, corporate development, FP&A, treasury, accounting, and more.

CFI courses are taught by professional wall street trainers, who have been teaching classes for new hires at global investment banks for over twenty years.

Corporate Clients

CFI’s Financial Modeling and Valuation Analyst (FMVA)® was designed based on over 20 years of financial analyst training experience delivered by our instructors at large global banks and institutions such as BlackRock, Credit Suisse, HSBC, JP Morgan, Deutsche Bank, Merrill Lynch, Bank of America, Citi, and more.

History and Background of CFI

CFI was founded in 2016 in partnership with MDA Training, a financial training and development company with over 20 years of experience delivering intensive multi-week training programs at global investment banks and financial institutions.

At CFI, we pride ourselves on offering the best online courses and training for financial modeling, valuation, and other corporate finance topics.

CFI's headquarters are in Vancouver, Canada.

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