Data Collection-Welcome To The Course
Course Introduction
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Introduction To Capstone Project
Syllabus
Data Collection-Collecting Data Using APIs
(Optional) Hands-on Lab 1: Review Of Accessing APIs
Hands-on Lab 2: Collecting Data Using APIs
Data Collection-Collecting Data Using Webscraping
Hands-on Lab 3: Review Of Web Scraping
Hands-on Lab 4: Collecting Data Using Web Scraping
Data Collection-Exploring Data
Hands-on Lab 5: Explore the Data Set
Data Wrangling-Assignment Overview
Assignment Overview
Jupyter Notebook For Labs In This Module
Data Wrangling-Finding Duplicates
Hands-on Lab 6: Finding Duplicates
Data Wrangling-Removing Duplicates
Hands-on Lab 7: Removing Duplicates
Data Wrangling-Finding Missing Values
Hands-on Lab 8: Finding Missing Values
Data Wrangling-Imputing Missing Values
Hands-on Lab 9: Imput Missing Values
Data Wrangling-Normalizing Data
Hands-on Lab 10: Normalizing Data
Exploratory Data Analysis-Assignment Overview
Assignment Overview
Jupyter Notebook For Labs In This Module
Exploratory Data Analysis-Analyzing the data distribution
Hands-on Lab 11: Finding How The Data Is Distributed
Exploratory Data Analysis-Hangling Outliers
Hands-on Lab 12: Finding Outliers
Exploratory Data Analysis-Correlation
Hands-on Lab 13: Finding Correlation
Data Visualization-Assignment Overview
Assignment Overview
Jupyter Notebook For Labs In This Module
Data Visualization-Visualizing Distribution Of Data
Hands-on Lab 14: Histograms
Hands-on Lab 15: Box Plots
Data Visualization-Visualizing Relationship
Hands-on Lab 16: Scatter Plots
Hands-on Lab 17: Bubble Plots
Data Visualization-Visualizing Composition of Data
Hands-on Lab 18: Pie Charts
Hands-on Lab 19: Stacked Charts
Data Visualization-Visualizing Comparison of Data
Hands-on Lab 20: Line Charts
Hands-on Lab 21: Bar Charts
Building A Dashboard-Assignment Overview
Assignment Overview
Building A Dashboard-Dashboards
Module 5 Assessment Information
Final Assignment: Present Your Findings-How To Present Your Findings
Elements Of A Successful Data Findings Report
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Best Practices For Presenting Your Findings
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Final Assignment: Present Your Findings-Final Presentation
Assignment Overview
Exercise: Preparing Your Presentation
Final Assignment: Present Your Findings-Professional Certificate Completion
Congratulations and Next Steps
Course Credits and Acknowledgements