Course
Fundamental of Statistics using R (LIC-MFDS-1)
Fundamental of Statistics using R (LIC-MFDS-1)
Covering Basic concepts of statistics such as interpreting data, probability distributions, and time series. Using R to solve practical data analysis problems such as regression analysis and feature selection
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Visual Analytics with Tableau (MFDS-DA)
Visual Analytics with Tableau (MFDS-DA)
Data visualization is an essential key to understand the data for any further analysis. It is also very useful tool for communicating results and concepts during presentations. In this course, you'll learn how to make the data work for you so...
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Introduction to database and working with SQL querying (MFDS-DB)
Introduction to database and working with SQL querying (MFDS-DB)
Introduction to the structure of databases and how to work with them such as knowing how to work with SQL querying and doing basic stuffs with data indexing, data storing, and data cleansing
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Financial Mathematics (MFDS-FM)
Financial Mathematics (MFDS-FM)
Learning mathematical techniques that are used for financial applications
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Data Science and Machine Learning (MFDS-ML)
Data Science and Machine Learning (MFDS-ML)
Learning data science tools and algorithms such as random forest, decision tree, clustering, and KNN, SVM, neural networks, NLP, and basic Deep Learning.
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Python programming (MFDS-PY)
Python programming (MFDS-PY)
Python programming and its use in the filed of data science and finance.
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Advanced Python programming (MFDS-PY2)
Advanced Python programming (MFDS-PY2)
Advanced Python programming for data science and mathematical finance applications.
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Soft skills and job landing (MFDS-SS)
Soft skills and job landing (MFDS-SS)
Interview Skills, Resume, cover letter, Networking etc.
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Advanced Excel with VBA
Advanced Excel with VBA
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