# Data Analytics & AI Certificate Canonical URL: ## Overview Develop expertise in data analytics and artificial intelligence through comprehensive training in Excel, Python, SQL, and Tableau. This program covers essential skills in data visualization, database querying, machine learning algorithms, and AI-powered app development. By completing hands-on projects, you'll build a professional portfolio that demonstrates your proficiency in high-demand analytical techniques. - **Excel & Tableau Mastery:** Learn to analyze and present data with advanced functions, Pivot Tables, and dynamic dashboards. - **Python for Data & Automation:** Use Python libraries such as Pandas, NumPy, and Matplotlib for data manipulation, visualization, and automated tasks. - **Machine Learning Techniques:** Implement predictive models, NLP systems, and recommendation engines with Python’s scikit-learn and PyTorch. - **AI Web Application Development:** Build interactive AI-driven web apps using Flask integrated with OpenAI's API. ## What you'll learn - Analyze and visualize datasets using Excel, Tableau, and Python libraries like Matplotlib, Seaborn, and Plotly. - Write SQL queries to filter, join, and summarize data across multiple tables using PostgreSQL. - Build and evaluate machine learning models with scikit-learn, including regression, classification, and ensemble methods. - Develop interactive dashboards and visual narratives using Dash and Tableau for clear data communication. - Create AI-driven web applications with Flask and OpenAI APIs, integrating features like chat assistants and image-based item recognition. - Automate web scraping and data processing tasks in Python using libraries like Beautiful Soup and Requests. ## Curriculum 1. **Excel for Data Analytics** 2. **Data Analytics Foundations** 3. **Python for Data Science Bootcamp** 4. **SQL Bootcamp** 5. **Python for Automation** 6. **Python Data Visualization & Interactive Dashboards** 7. **Python Machine Learning Bootcamp** 8. **Tableau Bootcamp** 9. **Python Machine Learning Advanced** 10. **Python for AI: Create AI Apps with Flask & OpenAI** 11. **Data Science Capstone Projects** **Skills covered:** Excel, Python, SQL, Tableau, Data Analytics Principles, Machine Learning, Matplotlib, Pandas, NumPy, Data Analytics Portfolio ## Instructors ### Brian McClain — Program Director & Senior Instructor Brian McClain is an experienced instructor, curriculum developer, and web developer. Brian served as Director for a coding bootcamp before joining Noble Desktop in 2022, where he is now a lead instructor and course developer for both JavaScript and Python. He teaches Web Development, JavaScript, Python for Data Science, Machine Learning, and AI. Prior to Noble, he taught Python Data Science and Machine Learning as an Adjunct Professor of Computer Science at Westchester County College. Brian is also an active industry professional in the field of generative AI app development. His website and iOS app, Artmink, provides appraisals of art and antiques from user-uploaded images. ### Mourad Kattan — Program Director & Instructor Mourad Kattan is an instructor and Program Director of Business, Finance, & Excel at Noble Desktop, teaching classes and designing courses in Excel, finance, accounting, and financial modeling. Before Noble Desktop, Mourad worked as a financial analyst at Credit Suisse and H/2 Capital Partners. In those positions, he used advanced analytical and financial skills to evaluate a variety of investments. Mourad graduated from the University of Pennsylvania summa cum laude and is part of the Beta Gamma Sigma honor society. Learn more about [Mourad Kattan's](/mourad-kattan) background and expertise. ### Garfield Stinvil — Senior Instructor Garfield is an experienced software trainer with over 16 years of real-world professional experience. He started as a data analyst with a Wall Street real estate investment company & continued working in the professional development department at New York Road Runners Organization before working at Noble. He enjoys bringing humor to whatever he teaches and loves conveying ideas in novel ways that help others learn more efficiently. Since starting his professional training career in 2016, he has worked with several corporate clients including Adobe, HBO, Amazon, Yelp, Mitsubishi, WeWork, Michael Kors, Christian Dior, and Hermès. Outside of work, his hobbies include rescuing & archiving at-risk artistic online media using his database management skills. ### Colin Jaffe — Instructor Colin Jaffe is a programmer, writer, and teacher with a passion for creative code, customizable computing environments, and simple puns. He loves teaching code, from the fundamentals of algorithmic thinking to the business logic and user flow of application building—he particularly enjoys teaching JavaScript, Python, API design, and front-end frameworks. Colin has taught code to a diverse group of students since learning to code himself, including young men of color at All-Star Code, elementary school kids at The Coding Space, and marginalized groups at Pursuit. Colin lives in Brooklyn with his wife, two kids, and many intricate board games. ### Kash Sudhakar — Instructor Kash specializes in full-stack web development, data analysis & visualization, machine learning, artificial intelligence, and applied computer science. With over 6 years of teaching, curriculum, and leadership experience across coding boot camps and other educational institutions, combined with over 3 years of professional software engineering and data science expertise, he's driven to help shape the next generation of technologists and creative coders. ### Jerron Smith — Program Director & Senior Instructor Jerron has more than 25 years of experience working with graphics and video and expert-level certifications in Adobe After Effects, Premiere Pro, Photoshop, and Illustrator along with an extensive knowledge of other animation programs like Cinema 4D, Adobe Animate, and 3ds Max. He has authored multiple books and video training series on computer graphics software such as: After Effects, Premiere Pro, Photoshop, Illustrator, and Flash (back when it was a thing). He has taught at the college level for over 20 years at schools such as NYCCT (New York City College of Technology), NYIT (The New York Institute of Technology), and FIT (The Fashion Institute of Technology). Learn more about [Jerron Smith's](/jerron-smith) background and expertise. ## FAQ ### Does this certificate include job support? In addition to 210 hours of interactive training, you will receive twelve 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). ### What kind of laptop/computer is suitable for completing the work in this course? Any laptop/computer with the below specifications would be suitable: OS: macOS Sequoia or Windows 11 Model from 2021 onward is preferred RAM: should be at least 16GB 13.6-inch (2560 x 1664) display or larger ### 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. Learn more in the Tuition section above. ### Can I take this course online (remote learning)? Yes. This course is available online. See the course description and enrollment options for the training format and schedule. How do live-online sessions work? For live-online sessions, you attend at the scheduled class times (New York, Eastern Time). Attend remotely through Zoom with a live instructor. Hear the instruction, ask questions, and share your screen with the instructor. Use your computer’s microphone and speakers, or call the phone number we provide. You will need your own computer and any required software. See the course requirements for details. If you need assistance, contact us at hello@nobledesktop.com . ### 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. 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 11 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:** $6995 Payment options: Student financing available; see the current application terms, pay-as-you-go installments, and GI Bill accepted.