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Python for Data Visualization and Analysis

Курс от Edureka
Средний≈ 9.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This Python for Data Visualization Analysis course provides a practical introduction to data visualization and exploratory data analysis (EDA) using Python. You will work with Matplotlib and Seaborn to create clear and effective visualizations, use Plotly to build interactive charts and dashboards, and apply advanced graphical techniques for EDA on complex datasets. Learn to present data clearly and extract meaningful insights through visual analysis. By the end of this course, you’ll be able to: - Understand the importance of various visualization techniques. - Select appropriate chart types for visualizing diverse datasets. - Create professional-quality visuals with Matplotlib, Seaborn, and Plotly. - Develop interactive dashboards and visuals with Plotly and IPyWidgets. - Perform EDA on complex datasets and deploy the results using Streamlit. This course is ideal for learners with foundational knowledge of Python programming and a basic understanding of data manipulation. Familiarity with libraries such as Pandas or NumPy is recommended. Whether you're a data analyst, aspiring data scientist, or Python programmer looking to sharpen your data visualization skills, this course equips you with the tools to transform raw data into meaningful stories. Elevate your data analysis journey—enroll in Data Visualization and Exploratory Data Analysis with Python today!

Навыки, которые вы освоите

MatplotlibPlotlySeabornDashboard CreationPlot (Graphics)Data VisualizationData StorytellingData PresentationExploratory Data Analysis

Программа курса

4 модулей · 84 учебных материалов

01Visualization with Matplotlib28 материалов

Data Visualization with Matplotlib

Welcome to Python for Data Visualization and AnalysisЧтениеCourse IntroductionВидеоYour Starting Point in Python Data VisualizationDIALOGUEEnvironment Set-UpВидео

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Edureka

Преподаватель курса

Python for Data Visualization and Analysis
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Обучение на Coursera

≈ 9.6 ч

4 модулей

Язык: Английский

Субтитры: Венгерский, Казахский, Испанский

Часть программы вашего университета
Importance of Data VisualizationВидео
From Numbers to NarrativesЧтение
Practice Quiz : Setting Up MatplotlibЗадание
Introduce YourselfОбсуждение

Types of Plots and Charts

Line PlotВидеоBar ChartВидеоHorizontal Bar ChartВидеоStacked Bar ChartВидеоHistogramВидеоDemonstration: Plotting Line and Bar GraphВидеоDemonstration: Plotting HistogramВидеоChoosing the Right Chart: Bar Charts, Line Charts and HistogramЧтениеChoosing the Right Chart TypeЧтениеPractice Quiz : Types of Plots and ChartsЗадание

Plotting Different Charts

Scatter PlotВидеоPie ChartВидеоBox PlotВидеоCustomizing ChartsВидеоDemonstration: Pie ChartВидеоDemonstration: Scatter Plot and Box PlotВидеоChoosing the Right Chart: Scatter, Pie and BoxЧтениеPractice Quiz : Plotting Different ChartsЗадание

Module Wrap-Up and Assessment

Summary of Visualization with MatplotlibВидеоKnowledge Check : Visualizing Data with MatplotlibЗадание
02 Data Visualization with Seaborn 18 материалов

Seaborn Library

What is Seaborn?ВидеоInstalling and Setting Up SeabornВидеоComparing Seaborn with MatplotlibВидеоSeaborn with MatplotlibЧтениеPractice Quiz : Seaborn LibraryЗадание

Plot Types

Relational Plot (Rel plot)ВидеоDistribution Plot (Dist Plot)ВидеоCategorical Plot (Cat Plot)ВидеоDemonstration: Visualizing Charts with SeabornВидеоDemonstration: Visualizing HeatMapВидеоDemonstration: Category, Relational and Distribution Plots ВидеоDemonstration: Personalizing Charts and VisualsВидеоDemonstration: Tailoring Graphs and VisualsВидеоA Guide to SeabornЧтениеPractice Quiz : Plot Types in SeabornЗаданиеWhich of the following is easier to use, Seaborn or Matplotlib?Обсуждение

Module Wrap-Up and Assessment

Summary for Data Visualization with Seaborn ВидеоKnowledge Check : Visualizing Data with SeabornЗадание
03Interactive Data Visualization33 материалов

Plotly Library

PlotlyВидеоCustomizing Basic Plot - Background and MarkersВидеоCustomizing Basic Plot - Lines, Titles and Labels ВидеоCustomizing Basic Plot - InteractiveВидеоInteractive PlotsВидеоDemonstration: Plots with Hover FeatureВидеоDemonstration: Customizing Hover Features and TooltipsВидеоTurning Static Plots InteractiveЧтениеPractice Quiz : Plotly LibraryЗаданиеHow do IPyWidgets enhance the interactivity of Jupyter Notebook projects?Обсуждение

Plotly Dashboard

Plotly DashВидеоDemonstration: Defining Layout and StructureВидеоDemonstration: Building Web Apps ВидеоDemonstration: Chaining CallbacksВидеоDemonstration: Multiple Inputs and Outputs with InteractionsВидеоDemonstration: Importing Airbnb DataВидео

Working of IPyWidgets

IPyWidgetsВидеоDisplaying Widgets Layouts and Container WidgetsВидеоInteractive Controls Combining Multiple Widgets for InteractivityВидеоCustom Widgets Creating and Registering Custom WidgetsВидеоExtending Widget FunctionalityВидеоPractice Quiz : Working of IPyWidgetsЗадание

Streamlit

What is Streamlit?ВидеоDemonstration: Code Details ВидеоDemonstration: Executing the AppВидеоDemonstration: Data Visualization on StreamlitВидеоBuilding with StreamlitЧтениеPractice Quiz : StreamlitЗадание

Module Wrap-Up and Assessment

Summary for Interactive Data VisualizationВидеоKnowledge Check : Interactive Visuals with Plotly and IPyWidgetsЗадание
04Course Wrap-Up and Assessment5 материалов
Key Takeaways from Python Data VisualizationDIALOGUECourse Summary of Python for Data Visualization and AnalysisВидеоProject : Sales Data Analysis and Visualization DashboardЧтениеEnd Course Knowledge Check : Python for Data Visualization and AnalysisЗаданиеDescribe Your Learning JourneyОбсуждение
Demonstration: Web App for Airbnb DataВидео
Plotly dash: Best PracticesЧтение
Practice Quiz : Plotly DashboardЗадание