Enroll Course: https://www.coursera.org/learn/applied-data-science-capstone
Introduction
In the ever-evolving field of data science, practical experience is invaluable. The Applied Data Science Capstone course offered by IBM on Coursera is a remarkable opportunity for aspiring data scientists to apply their skills in a real-world scenario. This course serves as the final project in both the IBM Data Science Professional Certificate and the Applied Data Science with Python Specialization, allowing learners to step into the shoes of a data scientist working for a startup aiming to compete with SpaceX.
Course Overview
The capstone project revolves around predicting the success of the Falcon 9 first stage landing. With SpaceX’s competitive pricing model, understanding the landing success can significantly impact launch costs. The course is structured into several modules, each focusing on different aspects of the data science methodology.
Syllabus Breakdown
- Introduction: Get acquainted with the problem at hand and the tools necessary for the course.
- Exploratory Data Analysis (EDA): Collect data using RESTful APIs and web scraping, followed by data wrangling.
- Interactive Visual Analytics and Dashboard: Build an interactive dashboard using Plotly Dash and analyze launch site proximity with Folium.
- Predictive Analysis (Classification): Utilize machine learning techniques to predict landing success, including SVM, Classification Trees, and Logistic Regression.
- Present Your Data-Driven Insights: Compile your findings and present your insights on the Falcon 9 landing predictions.
Why You Should Take This Course
This course is not just about learning; it’s about doing. You will gain hands-on experience with data collection, analysis, and visualization, which are crucial skills in the data science field. The project-based approach ensures that you can apply theoretical knowledge in a practical context, making it an excellent addition to your portfolio.
Conclusion
If you are looking to solidify your data science skills and gain practical experience, the Applied Data Science Capstone course is highly recommended. It provides a unique opportunity to work on a project that simulates real-world challenges faced by data scientists. Whether you are a beginner or looking to enhance your skills, this course will equip you with the tools and knowledge needed to succeed in the data science industry.
Enroll Course: https://www.coursera.org/learn/applied-data-science-capstone