# Data Science & AI Certificate Canonical URL: ## Overview Become a data scientist and join one of the fastest-growing job fields in tech! In this certificate, students will learn necessary programming skills that will allow students to manipulate databases and perform various levels of analysis on the data. In the first course of this certificate, students will learn Python programming fundamentals and how to use NumPy, Pandas, and Matplotlib to analyze data. After mastering Python and its three main data science libraries, students learn how to create predictive models from the data using machine learning packages such as scikit-learn. After learning how to handle data in Python, students will learn how to read and write complex queries to a database. This is a very important skill because data scientists spend the majority of the time preparing and cleaning the data so it can be imported and ready to be analyzed in Python. Lastly, students will learn how to use Python to automate everyday tasks such as aggregating, updating, and formatting data. ## Still Have Questions? Want to discuss this class further? [Email the program director](mailto:zach@nobledesktop.com?subject=Data%20Science%20Certificate%20Inquiry) directly and find out if this is the right program for you. ## What you'll learn - Analyze tabular data with NumPy and pandas; create graphs and visualizations with Matplotlib - Make predictions with linear regression - Applying machine learning algorithms to the data - Cleaning and balancing data in Pandas - Evaluating the performance of machine learning models - Combine information across tables with join statements - Advanced techniques such as subqueries and stored procedures - Learn how to write programs in Python to automate everyday tasks ## Curriculum 1. **Python for Data Science Bootcamp** 2. **Python Machine Learning Bootcamp** 3. **SQL Bootcamp (PostgreSQL)** 4. **Python for Automation** 5. **Python Data Visualization & Interactive Dashboards** ## FAQ ### Does this certificate include job support? In addition to 114 hours of interactive training, you will receive eight 1-on-1 mentoring sessions that can be used for career and job support, including polishing your resume, preparing for interviews, and reviewing best practices for applying to jobs. Note, however, that we don’t provide job placement (i.e. reaching out to companies on your behalf). ### Is this course open to beginners? Yes, this course is open to beginners. Students must be comfortable using a computer. No other prior knowledge is required. ### Do you offer payment plans or student financing for this course? Yes, this course is eligible for our installment plan or student financing through Climb Credit. Learn more in the Tuition section above. ### Can I take this course online (remote learning)? No upcoming live online dates are currently available. Please contact us about future availability. ### What happens if I need to miss a session? You have some options: You can watch a recording of the session. We will provide any course materials. Contact us to confirm whether remote attendance is available for your session. You can use your free retake to make up any missed class time. ### What’s included with my tuition? A hands-on learning experience working on projects and exercises, which is proven to boost comprehension, retention, and engagement Expert instructors who are industry professionals and experienced educators that are driven to help you succeed A comprehensive program with 5 in-depth course modules designed to build your skills progressively Access to industry-standard software during your training Valuable 1-on-1 mentoring sessions outside of class to address your specific needs and career goals Top-notch curricula that have been tried and tested over many cohorts and are consistently improved for an optimal learning experience A 1-year free retake policy which allows students to retake any part of the course or program for free to refresh the materials and gain additional practice 30-day access to class recordings to review material at your own pace A certificate of completion to verify your accomplishment Training from an institution licensed by the State of New York, New York State Education Department ### Are there any additional fees or expenses? There are no extra fees or taxes for our courses. The price you see on this page is the maximum you’ll pay us. ### Do you offer any discounts for this course? This program has a single package price. Additional discounts do not apply. ## Pricing **Tuition:** $3995 Payment options: Student financing available; see the current application terms, pay-as-you-go installments, and GI Bill accepted.