AL-603 (B) Data and Visual Analytics Notes
5 notes for Data and Visual Analytics, unit by unit.
Notes for AL-603 (B)
- Unit 1 · Short notes Data Definitions and Analysis Techniques Elements · Variables · Data categorization · Levels of measurement · Data management and indexing · Introduction to statistical concepts
- Unit 2 · Short notes Advanced Data Analysis Techniques Statistical hypothesis generation and testing · Chi‑Square test · t‑Test · Analysis of variance (ANOVA) · Correlation analysis · Maximum likelihood test
- Unit 3 · Short notes Data Wrangling Introduction to data wrangling · Gathering data · Assessing data · Cleaning data · Design of visualizations · Univariate exploration of data
- Unit 4 · Short notes Data Ecosystem Overview of the data analyst ecosystem · Types of data · Understanding different file formats · Sources of data · Overview of data repositories · NoSQL databases
- Unit 5 · Short notes Data Visualization Tools Python visualization libraries (matplotlib, pandas, seaborn, ggplot, plotly) · Introduction to PowerBI tools · Industry project examples – creating visualizations of complex datasets
More for AL-603 (B)
Other 6th semester AIML subjects
- AL-601 Theory of Computation
- AL-602 Computer Networks
- AL-603 (A) Image and Video Processing
- AL-603 (C) Pattern Recognition
- AL-604 (A) Cloud Computing
- AL-604 (B) Information Security & Management
- AL-604 (C) Intelligent Systems for Robotics