Develop proficiency in database manipulation and data analysis through this accessible program designed for learners new to the field, positioning you for entry-level opportunities in data science and Python software engineering. Career opportunities in data science consistently rank among today's most lucrative and fastest-growing professional paths.
Learn Programming Fundamentals
Master the core concepts of Python programming and proficiency with its primary data science libraries essential for analytical work. You'll develop capabilities in writing and interpreting complex database queries, preparing and refining data for meaningful analysis, and leveraging Python's automation capabilities to streamline repetitive tasks including data aggregation, modification, and formatting operations.
Create Machine Learning Models
Utilize datasets to develop machine learning models and evaluate their predictive effectiveness and accuracy. You'll master data cleaning and balancing techniques using Pandas, implement machine learning algorithms through the Scikit-learn library to solve practical business challenges, and interpret findings to discover opportunities for model improvement and enhancement.
Make Dashboards and Visualizations
Design and present dynamic dashboards and diverse data visualization outputs. Become proficient in utilizing Python's major visualization platforms including Matplotlib, Seaborn, Plotly, and Dash Enterprise. Deploy your analytical projects online using Github to provide employers with concrete evidence of your data science competencies and technical abilities.
Prepare You for a Career in Data
This certificate program establishes your foundation for entering the data science industry. Throughout the program you will:
- Acquire the programming languages and specialized libraries employed by data science professionals
- Undertake authentic projects suitable for your professional portfolio, demonstrating capabilities to prospective employers
- Benefit from one-on-one mentoring with seasoned Data Scientists who provide job search guidance, resume development support, and portfolio enhancement strategies
Learn more about the Data Science & AI Certificate at NYC Career Centers.
