Topic 01 – Data Analytics
Topic 02 – Types of Data Analytics
Topic 03 – Business Intelligence (BI)
Topic 04 – Big Data
Topic 05 – Data Science
Topic 06 – Data Mining
Topic 07 – Supervised and Unsupervised Learning in Data Mining
Topic 08 – Decision Trees
Topic 09 – Random Forests
Topic 10 – Neural Networks
Topic 11 – Clustering
Topic 12 – Principal Component Analysis (PCA)
Topic 13 – Association Rule Mining
Topic 14 – Linear Regression Analysis
Topic 15 – Time Series Analysis
Topic 16 – Correlation Analysis
Topic 17 – The Standard Error of the Estimate (SEE)
Topic 18 – Multiple Regression Analysis
Topic 19 – Goodness of Fit in Linear Regression Analysis
Topic 20 – Confidence Interval
Topic 21 – Simulation Models
Topic 22 – Sensitivity Analysis
Topic 23 – Monte Carlo Simulation Analysis
Topic 24 – Data Visualization
Topic 25 – Dash Boards
Topic 26 – Table and Charts
Topic 27 – Scatter Plot
Topic 28 – Dot Plot
Topic 29 – Bar Chart
Topic 30 – Pie Chart
Topic 31 – Line Chart
Topic 32 – Bubble Chart
Topic 33 – Histogram
Topic 34 – Boxplot
Topic 35 – Outliers
Topic 36 – MCQ’s