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Machine Learning Edge Professional Certification SystemDeveloped specifically for finance professionals, PyFi's world class training has been distributed to thousands of students world wide, as well as some of the largest financial institutions on the planet, including JP Morgan, Bank of America, Royal Bank of Canada, Bank of Montreal, and more. What we cover The Basics: Setting Up Your Coding Environment, Performing Calculations, Generating Outputs with Static Text and Dynamic Values Python Objects:
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Developed specifically for finance professionals, PyFi's world class training has been distributed to thousands of students world wide, as well as some of the largest financial institutions on the planet, including JP Morgan, Bank of America, Royal Bank of Canada, Bank of Montreal, and more. 


What we cover

  • The Basics: Setting Up Your Coding Environment, Performing Calculations, Generating Outputs with Static Text and Dynamic Values
  • Python Objects: Python Objects & Data Structures
  • Custom Functions: Creating Custom Functions, Repeating Tasks through Iterable Objects, Incorporating Conditional Logic
  • NumPy: Importing Open-Source Packages, NumPy Arrays, Powerful Statistical Tools
  • Pandas: Two New Python Objects, ​Filtering Data with Boolean Masks, Segmenting with Groupby
  • Preparing your Data: Correct errors, eliminate sparse classes, and remove unwanted observations to provide your algorithm premium fuel.
  • Build Your Pipelines: Construct pipelines that standardize your data to a common scale, define competing model classes, and specify random states. 
  • ​Train & Tune Your Algorithm: Train competing models and tune your hyperparameters using cross-validation to maintain the integrity of your testing data.
  • ​Select the Winning Model: After training and tuning your models, you can select the winning model and use it to make superior predictions.
  • Certification Exam: Verify Your Learning, Boost Your Resume

Machine Learning Edge Professional Certification System

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