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Thursday, December 19, 2019
Applied Machine Learning Algorithms with Python – Take the next step in your AI career & income path
Software and Data Science colleagues, the Corporate Finance
Institute (CFI) has partnered with Machine Learning Edge to bring to you a
unique course on the applied machine learning algorithms for finance
professionals. This course will utilize the knowledge you learned from
the Python Fundamentals course to build machine learning
investor classifiers. We are going to explore real case studies from investment
banking and capital markets applications that are being used today to advise
Fortune 500 companies all over the world. By the end of the course you will be
able to: 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, and Build and finalize a
machine learning classifier. Core skills you will acquire are: 1) Data Cleaning
and Exploration, 2) Data Visualization with
Matplotlib and Seaborn,Seaborn Countplot Function, 4) Replace Function and Sparse
Classes, 5) Null Values, 6) Drop Null Values, 7) Boxplots with
Seaborn, 8) Saving Cleaned Data Table, 9) Regression Algorithms, 10) Liquidity
Regressor, and 12) Classification Algorithms Investor Classifiers I & II. Much career
success, Lawrence Wilson – Online Learning
Central
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