AI and ML for Finance Practitioners
Topic 1: Introduction to Data Science & Big Data
Topic 2: Machine Learning: Introduction to Algorithms
Topic 3: Machine Learning: Regression,Support Vector Machine & Time Series Models
Topic 4: Machine Learning: Regularization, Regression Trees, Random Forest & Overfitting
Topic 5: Machine Learning: Classification & Clustering
Topic 6: Machine Learning: Performance Evaluation, Backtesting & False Discoveries
Topic 7: Data Mining & Machine Learning: Naïve Bayes & Text Mining
Topic 8: Big Data & Machine Learning: Ethical & Privacy Issues
Topic 9: Big Data & Machine Learning in the Financial Industry
LO 3.2.1
LO 3.2.1: SIMPLE LINEAR REGRESSION (CH 3.1)
LO 3.2.1.A
LO 3.2.1.B
LO 3.2.1.C
LO 3.2.1.D
LO 3.2.1.E
LO 3.2.1.G
LO 3.2.1.H
LO 3.2.1.I
LO 3.2.1.J
LO 3.2.1.K
LO 3.2.1.L
LO 3.2.1.M
LO 3.2.1.N
LO 3.2.1.O
LO 3.2.1.P
