What you will learn
- Gain hands-on experience with Python, SQL, and data visualization tools.
- Learn how to clean, analyze, and interpret data using Pandas and NumPy.
- Explore machine learning techniques and build predictive models with Scikit-learn.
- Develop skills in data storytelling and visualization using Matplotlib and Seaborn.
- Work with databases and write SQL queries for data extraction and analysis.
- Complete a capstone project to apply learned skills in a real-world data science scenario.
Program Overview
Foundations of Data Science
⏱️ 4-6 weeks
- Understand the fundamentals of data science and the role of a data scientist.
- Learn about data structures, statistical concepts, and data manipulation.
- Get introduced to Jupyter Notebooks and Python programming.
Data Analysis and Visualization
⏱️6-8 weeks
- Use Python libraries like Pandas and Matplotlib for data analysis.
- Learn how to create compelling visualizations to communicate insights.
- Develop an understanding of exploratory data analysis techniques.
Machine Learning with Python
⏱️8-12 weeks
- Understand the basics of machine learning and AI applications.
- Build predictive models using Scikit-learn.
- Learn about classification, regression, and clustering algorithms.
Databases and SQL for Data Science
⏱️6-8 weeks
- Learn how to extract, filter, and manipulate data using SQL.
- Work with relational databases and cloud-based data storage solutions.
Capstone Project
⏱️ 12-15 weeks
- Work on a hands-on project to solve a real-world data science problem.
- Apply machine learning techniques, data visualization, and storytelling.
- Develop a professional portfolio piece to showcase your skills.
Get certificate
Job Outlook
- Data science is one of the fastest-growing fields, with high demand across industries.
- The average salary for data scientists ranges from $90K to $140K per year.
- Data science skills are valued in finance, healthcare, retail, and technology sectors.
- Employers seek expertise in Python, SQL, machine learning, and data visualization.
- The IBM Data Science Certificate boosts job prospects for Data Analyst, Data Scientist, and Machine Learning Engineer roles.
Specification: IBM Data Science Professional Certificate
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