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Plotly Interview Preparation

Ace Plotly interviews and land your dream data visualization job!

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Plotly Interview Preparation

4 Modules

Course Curriculum

4 Modules · 12 Chapters · 12 Topics · 103 Sub-topics

Introduction to Plotly

1 Topics

Getting Started with Plotly

6 Sub-topics

What is Plotly and Why Use It

Installing Plotly

Plotly Architecture Overview

First Plot with Plotly

Understanding Plotly Rendering Modes

Plotly vs Other Visualization Libraries

Plotly Express Fundamentals

1 Topics

Plotly Express Basics

6 Sub-topics

Introduction to Plotly Express

Understanding the Simple API

Working with DataFrames

Color Scales and Color Mapping

Faceting and Trellis Plots

Built-in Datasets in Plotly

Basic Chart Types

1 Topics

Fundamental Charts

8 Sub-topics

Line Charts

Scatter Plots

Bar Charts - Part 1 (Vertical Bars)

Bar Charts - Part 2 (Horizontal and Grouped Bars)

Area Charts

Pie Charts

Donut Charts

Funnel Charts

Statistical Charts

1 Topics

Statistical Visualizations

10 Sub-topics

Histograms

Box Plots

Violin Plots

Strip Plots

Density Heatmaps

Contour Plots

2D Histograms

Distribution Plots

Error Bars and Error Bands

Rug Plots

Plotly Graph Objects Deep Dive

1 Topics

Graph Objects Architecture

8 Sub-topics

Understanding Graph Objects Structure

Figure and Data Objects

Layout Object Configuration

Traces and Trace Types

Creating Plots from Scratch with Graph Objects

Updating Figure Properties

Adding and Removing Traces

Graph Objects vs Plotly Express

Subplots and Multiple Plots

1 Topics

Multiple Plot Layouts

9 Sub-topics

Creating Simple Subplots

Subplot with Different Chart Types

Shared Axes in Subplots

Secondary Y-Axes

Inset Plots

Custom Subplot Layouts

Subplot Titles and Annotations

Make_subplots Function Deep Dive

Combining Plotly Express with Subplots

Interactivity Features

1 Topics

Interactive Controls

11 Sub-topics

Hover Information Customization

Click Events and Interactions

Selection and Highlighting

Zoom and Pan Controls

Buttons and Dropdowns - Part 1 (Basics)

Buttons and Dropdowns - Part 2 (Advanced)

Sliders for Animation Control

Range Sliders and Selectors

Custom Modebar Buttons

Double-Click Behavior

Dragging and Resizing Elements

Data Integration

1 Topics

Data Source Integration

10 Sub-topics

Working with Pandas DataFrames

NumPy Array Integration

JSON Data Handling

CSV File Data Loading

Excel File Integration

SQL Database Connections

API Data Fetching and Plotting

Real-Time Data Streaming

Large Dataset Handling

Data Preprocessing for Plotly

Performance Optimization

1 Topics

Optimization Techniques

9 Sub-topics

Reducing Figure Size

Data Decimation Techniques

WebGL for Large Datasets

Scattergl for Performance

Trace Visibility Management

Update Methods Efficiency

Memory Management

Render Performance Tips

Browser Performance Considerations

Best Practices and Design Principles

1 Topics

Visualization Best Practices

10 Sub-topics

Chart Type Selection Guidelines

Color Usage Best Practices

Accessibility in Visualizations

Mobile-Responsive Plots

Storytelling with Data

Dashboard Layout Principles

Performance Best Practices

Code Organization for Plotly Projects

Version Control for Visualizations

Documentation Standards

Troubleshooting and Common Issues

1 Topics

Problem Solving

9 Sub-topics

Figure Not Displaying Issues

Performance Problems

Data Format Errors

Styling Conflicts

Export Issues

Browser Compatibility

Jupyter Notebook Issues

Debugging Techniques

Error Message Interpretation

Integration with Dash Applications

1 Topics

Dash Integration

7 Sub-topics

Plotly in Dash Components

Callback-Based Updates

Live Updating Plots

Cross-Filtering Between Plots

Dash Bootstrap Components with Plotly

Store Components for Data Sharing

Client-Side Callbacks with Plotly

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Plotly Interview Preparation

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Plotly Interview Preparation

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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