- Introduction to the Study Kit
- Downloading Setup and Installation
- Installing Work Environment - Jupyter Notebook
- Exploring Jupyter Notebook functionalities
- Python Package Index - Using Command line interface and Jupyter Notebook
Online
₹ 999
Quick facts
particular | details | |
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 999
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Setup & Jupyter Environment (Python 3)
Data Manipulation with Numpy (Python 3)
- Getting Started - Numpy Arrays (Numerical Python)
- Scalar Operations on Numpy Arrays
- Array Indexes - Part 1
- Array Indexes in Multi-Dimensional Numpy Arrays
- Premium Array Operations
- Saving And Loading Arrays To External Memory
- Statistical Processing And Sketching Graphs
- Conditional Clauses And Boolean Operation
Data Manipulation with Pandas (Python 3)
- Getting Started with Series
- Introduction to DataFrames in Pandas
- Learning to access elements with indexes
- Re-indexing in pandas Series and Dataframes
- Dropping values from Series and DataFrames
- Handling Null or NAN values in pandas
- Selecting and Modifying entries in Pandas
- Coordinate and Regulate data in Series and Dataframes
- Ranking and Sorting in Series
- Statistical Data Analysis and Graphs in Pandas
Starting with File Operations (Python 3)
- File Operations - Dataframes And Csv
- Import Data From Excel File
Data Analysis and Methodologies - Learn to Perform Operations on Database (Python 3)
- #1 Pandas - Merging along columns in DataFrames
- #2 Concatenation of Arrays, Series and Dataframes
- #3 Combining values of a DataFrame or Series
- #4 Reshaping Datasets - Series and Dataframe
- #6 Duplicates Analysis in dataset
- #7 Mapping in DataFrame
- #9 Renaming Indexes in DataFrame
- #10 Observation, Filtering and Basic Analysis
Data Visualization
- Data Visualization and Introduction to Seaborn Visualization Library
- Histogram Visualization in seaborn
- Seaborn Kernel Density Estimation (KDE) Plot on Univariates
- Seaborn KDE Plot for multivariates
- Plotting multiple charts with seaborn
- Box Plot Visualization
- Regression Plots with seaborn
- Violin plot Visualization
- Heat Maps Visualization
- Cluster Map Visualization