Data Science:Covid-19 Data Analysis Visualization Deployment

🎓 Course Title: Data Science: Covid-19 Data Analysis, Visualization & Deployment

Course Headline:

A Practical Hands-On Data Science Project on Covid-19 Data Analysis, Visualization (& Deployment)

Course Description:

Dive into the world of Data Science with a focus on COVID-19 Data Analysis, Visualization, and Cloud Deployment in this comprehensive course. Designed to equip you with all the necessary skills from data understanding to deploying your analysis on cloud platforms.

📊 What You Will Learn:

• Data Analysis: Understanding and preparing your dataset for analysis.
• Data Visualization with Plotly Express: Create beautiful graphs including Bubble Charts, Bar Charts, Line Plots, and interactive visualizations.
• Interactive Features: Enhance user interaction by allowing changes to data in real-time.
• Geospatial Analysis: Plot COVID-19 data on a world map for a clearer view of the pandemic's spread.
• Deployment on Cloud: Learn how to deploy your project on cloud platforms like Heroku, making your analysis accessible globally.

Course Breakdown:

1. 📚 Task 1: Importing Libraries
   • Install and import the necessary libraries for the course.
2. 📊 Task 2: Loading the Data
   • Fetch real-time data from a trusted source that's updated daily.
3. 🧐 Task 3: Data Understanding
   • Comprehend the structure and content of your dataset.
4. 📈 Task 4: Data Preparation
   • Clean, transform, and prepare data for analysis.
5. 🔢 Task 5: Extracting Global Status Counts
   • Aggregate the overall worldwide status of COVID-19.
6. 🛠️ Task 6: Feature Engineering
   • Create new features from the existing data to enrich analysis.
7. 🌍 Task 7: Visualizing with Plotly Bubble Charts (Top n Countries by New Confirmed Cases)
8. 📈 Task 8: Visualizing with Plotly Bubble Charts (Top n Countries by New Death Cases)
9. 📈 Task 9: Visualizing with Plotly Bubble Charts (Top n Countries by New Recovered Cases)
10. 📈 Task 10: Time Series Analysis of Confirmed Cases
    • Trend analysis with the option to select a country from a drop-down menu.
11. 📈 Task 11: Time Series Analysis of Deaths
12. 🌍 Task 12: Visualizing COVID-19 Spread on World Map
13. 🗂️ Task 13: Dashboard Creation
    • Compile all data analysis and visualization graphs into a COVID-19 dashboard.
14. 🚀 Task 14: Introduction to Voila
15. 💻 Task 15: Running Your Notebook on Voila Server
16. 🛠️ Task 16: Pushing Your Project to GitHub Repository
17. 🚀 Task 17: Hosting Your Project on Heroku Platform for Free

Why Take This Course?

• In-Demand Skills: Data analysis and visualization are essential skills in the modern data-driven world.
• Educational Content: Full access to Jupyter notebooks and all supporting project files upon completion.
• Certification: Receive a certificate of completion from AutomationGig.
• Flexibility: Learn at your own pace with the freedom to apply what you learn in real-time scenarios.

Ready to embark on this data science journey? ✈️ Click on the ENROLL NOW button, grab a coffee, and start mastering the most demanded skill of the 21st century from the comfort of your home or office.

[Note: This course is for educational purposes only.]

🎉 Happy Learning! 🎉

Enroll now to transform data into meaningful insights with Data Science and visualize the impact of COVID-19 on a global scale. Let's make data analysis accessible and understandable to everyone!