Machine Learning Python
Machine Learning Python - Basic
Duration in Hours (4 Hours session) : 60
Duration in Days: 15
DS01 - Machine Learning – Python
Course Code: DMLP31
40 Hours of Theory
20 Hours of Lab
- Advantages of Python
- Python compiler and PVM
- Python instillation and environment
- strings
- char
- lists
- tuples
- range
- sets
- dictionaries
- if statement
- if…else statement
- if…elif…else statement
- while loop
- for loop
- break statement
- continue statement
- pass statement
- Array creation
- Array attributes
- 1D and 2D Arrays
- Matrix
- Built in and User defined functions
- Writing your own functions
- Importing functions
- Modules
- Packages
- Imports
- Series
- Dataframes
- Creation of dataframes from different sources
- Viewing data in dataframe
- Operations on dataframe
- Handling missing data
- Line plot
- Bar graph
- Pie chart
- Subplots
- Histogram
- Distribution plot
- Kde plot
- Count plot
- Box plot
- Scatter plot
- Sub plots
- Lmplot
- Pair plots