Artificial Intelligence & Machine Learning: Level-3
Learn to Master Data Visualization and perform Exploratory Data Analysis (EDA) using Python, Matplotlib and Seaborn
$9.26
$23.15
1-Year Access
Course Includes:
- 3 Hour Video Class
- Downloadable Resources
- Free Certificate of Completion
- 1 Year Access
Artificial Intelligence & Machine Learning: Level-3
42 students enrolled 
39 lectures
Self-paced onlineLearn to Master Data Visualization and perform Exploratory Data Analysis (EDA) using Python, Matplotlib and Seaborn
What you will learn
- Perform Exploratory Data Analysis (EDA) for any Dateset
- Visualise Data using a Variety of Charts Types
- Learn Matplotlib and Seaborn Fundamentals
- Creating Bar, Grouped Bar, Stacked Bar, Lollipop charts
- Creating Pie, Tree-map charts
- Creating Line, Area, Stacked Area charts
- Creating Histogram, Density, Box-and-Whisker, Swarm charts
- Creating Scatter, Correlogram, Heat-Map, Hexbin-Map charts
Requirements
You should be knowledgeable in Python Basic Syntax, skilled working with the Pandas Library - Loading Datasets and Manipulating Data in a Data Frame. It is recommended to start with the Level 1 and Level 2 of the "Artificial Intelligence & Machine Learning" training program
Course Description
Unleash the Power of ML Machine Learning is one of the most exciting fields in the hi-tech industry, gaining momentum in various applications. Companies are looking for data scientists, data engineers, and ML experts to develop products, features, and projects that will help them unleash the power of machine learning. As a result, a data scientist is one of the...
$9.26
$23.15
1-Year Access
Course Includes:
- 3 Hour Video Class
- Downloadable Resources
- Free Certificate of Completion
- 1 Year Access
Course Content
- WelcomePreview4 Mins
- Our Overall Learning PathPreview3 Mins
- How to Practice?3 Mins
- Overview3 Mins
- Matplotlib - Overview9 Mins
- Matplotlib – Figures, Axes4 Mins
- Matplotlib – The OO and Pyplot Interfaces7 Mins
- Matplotlib – APIs Reference Review6 Mins
- Seaborn – Overview4 Mins
- Seaborn – Figure and Axes-level Functions7 Mins
- Seaborn - Chart Customization5 Mins
- Seaborn – API Reference Review4 Mins
- A little bit about NumPy7 Mins
- The Right Chart for the Right Job3 Mins
- Overview2 Mins
- Bar Chart11 Mins
- Grouped Bar Chart10 Mins
- Lollipop Chart5 Mins
- Stacked Bar Chart4 Mins
- Pie Chart4 Mins
- Treemap7 Mins
- Optimizing Colors7 Mins
- Exercise 1 - Ranking and Proportion ChartsMins
- Overview2 Mins
- Line Chart7 Mins
- Area Chart2 Mins
- Stacked Area Chart4 Mins
- Histogram Chart7 Mins
- Density Curve Chart6 Mins
- Box-and-Whisker Chart10 Mins
- Bee-swarm Chart3 Mins
- Exercise 2 – Trend and Distribution ChartsMins
- Overview3 Mins
- Scatter Chart11 Mins
- Correlogram4 Mins
- Heat-Map9 Mins
- Hexbin-Map5 Mins
- Exercise 3 – Correlation ChartsMins
- Let’s Recap and Thank You!3 Mins
About the Instructor
4.5 Stars Rating
96 Students
6 CoursesIdan Gabrieli is a Pre-Sales Manager (B.Sc. and MBA) for software solutions with a comprehensive technical background in a variety of cutting-edge technologies. Idan is working with hundreds of business companies worldwide while helping to transform business challenges, requirements, and opportunities into practical use cases. As part of his passion for sharing years of experience and knowledge, he created ...
$9.26
$23.15