# 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. **PostgreSQL Bootcamp** 5. **Python for Automation** 6. **Python Machine Learning Bootcamp** 7. **Tableau Bootcamp** 8. **Python Machine Learning Advanced** 9. **Python for AI: Create AI Apps with Flask & OpenAI** 10. **Python Data Visualization & Interactive Dashboards** 11. **Data Science Capstone Projects (Self-Paced)** ## FAQ ### 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? This course does not qualify for payment plans or student financing. See our Payment Plan FAQ to find related programs that qualify. ### 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 11 in-depth course modules designed to build your skills progressively 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. However, if you plan to take the course live online , you may need to obtain required software. We’ll help you get set up with a free trial of paid software prior to the class. Most of our coding classes utilize freely-available open-source software. For most of our design and motion graphics courses, we will help you get set up with a free trial of Adobe Creative Cloud. If you attend the course in-person, we will have a computer already set up for you with all of the required software for no additional cost. ### Do you offer any discounts for this course? This program has a single package price. Additional discounts do not apply. ## Pricing **Tuition:** $6995