Data Analysis and Data Visualization With Python By Spotle.ai
Mastering data analysis and data visualization is not difficult. This course gives your learning a 360 degree coverage.
Course Description
Data analysis and data visualization have become key industry drivers in the global job and opportunity market. A career in data analysis or data visualization is something that many people are aspiring and preparing for. This course is designed for the enthusiasts to give a 360 degree coverage. The course will help people learn the essentials skills, as well help them solve complex business problems. For the enthusiasts who want to make it big into data science as a whole, this course is an ideal learning.
Goals
What will you learn in this course:
- A 360 degree coverage of data analysis and data visualization.
- Python programming essentials for data analysis and data visualization.
- A lot of examples with real-life problem solving and a lot of python coding.
- Using numpy library to create and manipulate arrays.
- Working with various data formats using python.
- Using Jupyter and PyCharm Notebook Environment.
- Using the pandas module in python to create and structure data.
- Data visualizations using matplotlib in python.
- Statistics for data analysis and several models.
- Data distribution and statistical inference.
- Linear regression analysis with python.
- Logistic regression analysis with python.
Prerequisites
What are the prerequisites for this course?
- A computer (either Mac, Windows, or Linux)
- Basic maths or statistics skills
- Basic to intermediate python programming skills

Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
4 Lectures
-
Installing Python 02:42 02:42
-
Installing Jupyter Notebook 02:36 02:36
-
Installing PyCharm 03:51 03:51
-
Python Programs In Many Ways 05:45 05:45
Working With Numbers In Python
3 Lectures

Working With Strings In Python
4 Lectures

Handling Files In Python
3 Lectures

Modules And Packages
2 Lectures

The NumPy Library
2 Lectures

Basic Statistics
7 Lectures

Data Manipulation With Pandas Library In Python
5 Lectures

Data Visualization With Python
3 Lectures

Dealing With Missing Data
2 Lectures

Random Variables
8 Lectures

Statistical Inference
3 Lectures

Test Of Hypothesis
4 Lectures

Contingency Tables
2 Lectures

Linear Regression With Python
5 Lectures

Logistic Regression With Python
5 Lectures

Instructor Details

Spotle Learn
Be Career ReadyCourse Certificate
User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.

Our students work
with the Best


































Feedbacks
Related Video Courses
View MoreAnnual Membership
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses
Subscribe now
Online Certifications
Master prominent technologies at full length and become a valued certified professional.
Explore Now