Python Data Analysis & Visualization Bootcamp

Udemy

Beginner

Online

₹ 549 2999

particular

details

                                    Medium of instructions
                                    English

                                    Mode of learning
                                    Self study

                                    Mode of Delivery
                                    Video and Text Based

Setup & Jupyter Environment (Python 3)

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

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
#5 Pivot Tables
#6 Duplicates Analysis in dataset
#7 Mapping in DataFrame
#8 Replace values in Series
#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

Popular Courses

Popular Platforms

Popular Searches

Python Data Analysis & Visualization Bootcamp

Beginner

Online

₹ 549 2999

Quick Facts

Course and certificate fees

Fees information

certificate availability

certificate providing authority

The syllabus

Setup & Jupyter Environment (Python 3)

Data Manipulation with Numpy (Python 3)

Data Manipulation with Pandas (Python 3)

Starting with File Operations (Python 3)

Data Analysis and Methodologies - Learn to Perform Operations on Database (Python 3)

Data Visualization

Articles

Popular Articles

Latest Articles

Similar Courses

Courses of your Interest

More Courses by Udemy

Trending Courses

Popular Courses

Popular Platforms

Learn more about the Courses

Thank You!

Download the Careers360 App on your Android phone