Embark on the IBM Data Analyst Capstone Project to apply the full spectrum of data analytics skills gained in previous courses. As an Associate Data Analyst, you’ll tackle real-world business challenges, collecting and wrangling data, performing exploratory and statistical analysis, creating visualizations, and building an interactive dashboard. The project culminates with a compelling data analysis report presentation to stakeholders.
Throughout the course, you will demonstrate proficiency in utilizing Jupyter Notebooks, SQL, RDBMS, BI tools like Cognos, and various Python Libraries including Pandas, Numpy, Scikit-learn, Matplotlib, and Seaborn. This hands-on project serves as a valuable addition to your portfolio, showcasing your capabilities to prospective employers.
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Immerse in the IBM Data Analyst Capstone Project through modules covering data collection, wrangling, exploratory analysis, visualization, building a dashboard, and presenting findings, culminating in a comprehensive data analysis report.
Engage with the course introduction and syllabus, and dive into hands-on labs focused on accessing APIs, collecting data, and web scraping. Graded quizzes and obtaining IBM Cloud feature code are also included, setting the stage for the capstone project.
Delve into data wrangling techniques, preparing the collected data for analysis. Gain insights into handling the dataset effectively to ensure its suitability for subsequent stages of the project.
Explore techniques for conducting exploratory data analysis, uncovering patterns, trends, and anomalies within the dataset. Develop a strong foundation for the subsequent stages of the project.
Learn the art of data visualization using different charts and plots, mastering the skill of effectively communicating insights derived from data analysis. Understand how to create compelling visual representations of the dataset.
Discover the process of building an interactive dashboard to present the data analysis findings in a visually appealing and intuitive manner. Develop a comprehensive understanding of dashboard creation using BI tools like Cognos.
Cap off the capstone project by mastering the elements of a successful data findings report and best practices for presenting your findings. Prepare and deliver a compelling presentation, culminating in the completion of the final assignment.
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