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Python Training for Actuaries

This online course contains 5 lessons, each with a 1-hour video and supporting files. A certificate is issued upon competition. Course Level: Beginner Course Requirements: None



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Details

    Lesson 1 Basics of Python language:

  • History of Python and basic details on Python
  • Installation of Anaconda Environment and familiarity with Spyder and Jupyter
  • Basics of variables, string handling, flow controls, functions and loops
  • Lists, Tuples and Dictionaries

    • Lesson 2 Fundamentals of Python

  • Input validation
  • Conditionals and recursion
  • Reading and writing files
  • Debugging in python
  • Introduction to Pandas
    • Viewing and selection of data and working with excel spreadsheets
    • Pivot tables and reshaping of the data
    • Time series and plotting using matplot library
  • Introduction to web scrapping

    • Lesson 3 Introduction to Numpy

  • Basics of Numpy
  • Vectors, matrices and multidimensional arrays
  • Optimisation problems and a distribution fitting case study

    • Lesson 4 Objected Oriented Programming in Python

  • Introduction to classes and objects
  • Inheritance
  • Classes and methods, Classes and functions
  • Creating basic power point slides using python

    • Lesson 5 Introduction to Scikit Learn

  • Basics of Scikit Learn
  • Case study using Principal Component Analysis (PCA)
  • Case study using ridge regression





About The Trainer

    An actuarial expert providing advisory services to reinsurance and insurance companies in the area of Financial Solutions, mainly focused on Solvency II and IFRS 17. Besides working on the actuarial models, he is supporting few major reinsurance companies on the specific impact of the IFRS 17 and potential measures mitigating adverse effects.

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Have any questions? info@meritglobaltraining.com +971502056399/+919535268667/+18632501577
Merit Global Training

Merit Global was started with a vision to work towards bridging the knowledge gap for business executives to handle ever changing & challenging business environments across the globe. We ensure this by delivering world class learning solutions for business executives across various sectors.

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Feel free to contact us to enroll to a course or request a quote for corporate in-house programs. Write to us at info@meritglobaltraining.com

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