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Become a data scientist and join the fastest growing job field within 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 Sci-Kit 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 a 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. After taking this certificate students will be able to interview for entry-level data science and Python engineering positions.

In this certificate course, you’ll learn the industry-standard Adobe design applications that are used for web, print, and digital design. Then you’ll develop a comprehensive understanding of design concepts, processes, and workflows allowing you to create great-looking modern designs, and start building your portfolio. By the end, you’ll know how to design the user interface design (UI) of websites and apps, along with print materials such as brochures, flyers, books, business cards, and much more. This certificate program is open to beginners and approved by the New York State Department of Education.

Learn essential digital marketing skills needed to promote your business. This certificate includes classes in digital marketing strategy, SEO, Google Analytics, Google Ads, and Social Media Marketing. Discover the endless potential of your business by optimizing your webpage. Develop an actionable, multi-tiered digital marketing campaign optimized through SEO, social media, and Google Ads. Track your growth though Google Analytics and utilize its many features to maximize gains. This intensive bootcamp is perfect for business owners looking to increase traffic and monitor conversions on their website and social media platforms, or for those that are interested in or are currently employed in marketing looking to learn new skills from a top digital marketing expert.

Securing a position in finance is harder than ever. Candidates must now differentiate themselves with a wide array of technical and analytical skills. Gain a tremendous advantage over your competition with this intensive on data analytics, financial modeling, and data science. This bootcamp prepares aspiring financial analysts with skills in advanced Python and SQL, two programs guaranteed to improve your candidacy in all realms of finance. After completing this bootcamp, students leave with the ability to build comprehensive valuation models of public companies and use Python to analyze large amounts of financial data efficiently. This course is designed for students who intend to go into all different sectors of finance and FinTech.

This Front-End Web Development Certificate (licensed by New York State) is a comprehensive and effective program that you can attend in New York City or live online, with more learning time than many similar programs. You get hands-on training, step-by-step training workbooks we’ve written ourselves, and a free retake. Learn to create websites by coding HTML, CSS, JavaScript, Sass, using Git to track changes and collaborate with other developers, adding animation with GreenSock, and working with WordPress to power your sites.

This certificate program starts with front-end web development and then continues with back-end programming. You’ll start by thoroughly learning HTML, CSS, and JavaScript. You’ll learn Git for tracking code changes and collaborating with developers, as well as other coding tips and tricks. After learning front-end code, you’ll move onto building dynamic web applications with the MERN stack: MongoDB, Express.js, React, and Node.js. Starting with the very first class you will be building webpages, as you work on projects and real-world web applications. In addition to our amazing instructors, you’ll appreciate our step-by-step workbooks which are an amazing reference during and after the program. Our students rave about our learn-then-practice teaching style, which is different than many other schools (because we write the books specifically for our classes). This Full-Stack Web Development Certificate (licensed by New York State) is a comprehensive and effective program that you can attend in New York City or live online, with more learning time than many similar programs. You get hands-on training, step-by-step training workbooks we’ve written ourselves, and a free retake.

Learn design applications, including InDesign, Photoshop, and Illustrator. Then develop a comprehensive understanding of graphic design concepts and processes, allowing you to create great-looking modern designs, and expand your portfolio. * Master the Adobe Applications: Edit & retouch photos in Photoshop, create vector graphics in Illustrator, and layout documents in InDesign * Learn Design Fundamentals: Learn about composition, typography, color, design theory, and more * Create a Portfolio: Create projects such as social media graphics, logos, and cover art to showcase clients or employers This 72-hour certificate program is open to beginners and approved by the New York State Department of Education.

HTML email has become a staple of communication, from large corporations to small businesses and freelancers. In this HTML Email Certificate program, you'll build and code emails, as well as give your emails some personality and life. Start by learning HTML & CSS fundamentals in our Web Development with HTML & CSS course, then learn to code emails in our HTML Email Bootcamp. By the end of this program, you’ll feel comfortable coding dynamic and beautiful marketing emails for your business or clients.

Start a career in web development with JavaScript. For nine years running, JavaScript has been ranked the #1 most used programming language. Once you learn how to use JavaScript and its tools, you’ll be able to create games, animated 2D and 3D graphics, comprehensive database-driven apps, and much more. The JavaScript Development Certificate allows beginners to take basic coding knowledge to the next level. If you’re a new developer or even an existing one coming from a different background, learning JavaScript will up your game to web application development.

Learn video editing with Adobe Premiere Pro and motion graphics and visual effects with Adobe After Effects. You’ll gain a deep understanding of how these programs work together, as well as and workflow strategies for going from concept, to design, to fully-animated motion graphics. Along the way, you’ll create projects that teach you After Effects and Premiere Pro, while mastering creative techniques in both motion graphics and special effects. In the final portfolio development course, you’ll create independent projects to showcase your newly-developed skills.

In this certificate, students learn necessary programming skills to manipulate databases and perform various levels of analysis on the data. Students begin by learning 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 create predictive models from the data using machine learning packages such as Sci-Kit Learn. The next portion of the certificate focuses on reading and writing complex queries in a database. This is a very important skill because data scientists spend a significant amount of time preparing and cleaning data so it can be imported and analyzed in Python. Lastly, students use Python to automate everyday tasks such as aggregating, updating, and formatting data. This certificate is designed to prepare students for entry-level data science and Python engineering positions.

Learn the essential skills and tools to become a Python Developer. This beginner-friendly course teaches you Python for software development with Django, Django REST, and other developer tools such as Git and SQL. In the first week, you’ll learn about the lexical syntax of Python, then move onto more advanced topics such as dictionaries, custom functions, and sorting algorithms. In week two, you'll learn object-oriented programming, how to work with APIs, and get an introduction to web databases using SQL. Throughout the program, you’ll work on several portfolio projects with guidance from the lead instructor.

Data is growing in importance across every industry, and Python has become far-and-away the most popular tool for doing advanced data analysis. The initial classes will give students practice with foundational programming concepts like loops, functions, and objects. The focus of the class will then shift to tabular data, as you find in CSV files or databases. You will learn how to clean and combine data, as well as generate useful statistics and visualizations. The final sessions will be focused on using linear regression to extrapolate from data and make predictions. For more information about the topics covered in the course, please refer to our syllabus below. This course is designed to give beginners the practical skills they need to start contributing valuable insights for their company or organization. Examples and exercises will emphasize how these techniques can be applied to real-world situations and use cases. Previous math or coding experience is not required.

This skillset is in high demand, as machine learning algorithms now run the majority of trading on Wall Street and the product recommendations at big companies like Amazon, Spotify, and Netflix. This course will begin with linear and logistic regression, the most time-tested and reliable tools for approaching a machine learning problem. The course will then progress to algorithms with a very different theoretical basis, such as k-nearest neighbors, decision trees, and random forest. This will bring important statistical concepts to the forefront, such as bias, variance, and overfitting. You’ll also learn how to measure the accuracy of your models, as well as tips for choosing effective features and algorithms. The course will be focused on the practical skills needed to solve real-world problems with machine learning. The mathematical foundations for each machine learning algorithm will be explained visually, but there will not be a formal math component. Entering students are expected to be comfortable with writing Python programs, as well as the Numpy and Pandas libraries. This course does require students to be comfortable with Python and its data science libraries (NumPy and Pandas). If a student has not worked in Python before, we require a student to enroll in our Python for Data Science Bootcamp before taking this course.

In this course, students will learn the major aspects of React. The class will start with basics such as learning how to compose components which are the foundations of React. During this course, students will build a fully working app with React. This course is perfect for students looking to become a Front End Developer, or for those with some experience with JavaScript looking to learn React or React.

In a booming tech industry, having the skills to handle both design and functionality is what makes a developer stand out. From displaying pop-up messages to storing data in a database, you'll learn to handle the creation of software from start to finish, including how to launch your application live on the web for anyone to use. The first part of the course teaches you how to leverage the power and speed of Ruby on Rails, and you’ll quickly see why big companies like Shopify, Groupon, Twitter, and Github use it to build their services. You’ll then learn the fundamentals of programming using the Ruby language without Rails to solidify your understanding of how the back-end of software works. The final sessions of the class will be focused on mastering Model-View-Controller architecture so that you can decide for yourself whether you want to specialize in creating complex backend systems, or designing professional applications that simply work.

Social media marketing is a powerful and essential digital marketing tool. From understanding the landscape of social media to developing an effective strategy that will lead to the growth of your online presence, this certificate program will teach you how to boost a business's online following within the competitive marketplace. This course will introduce you to trends, marketing strategies, and paid advertisements on platform giants like Instagram, Facebook, LinkedIn, YouTube, TikTok, Twitter, and more. You’ll learn about the most popular content categories across platforms, including images, videos, and written content.

In this program, you will learn the most pivotal skills needed to secure a career in software and web development. You will create a portfolio of projects, prepare for common interview questions, polish your resume and LinkedIn profile, and get tips for applying to jobs. This program is broken into three parts: Front End Development, React Development, and Django (Python) Development. In the first section of the program, you will learn HTML to mark up webpages and CSS for styling. You'll then learn the fundamentals of JavaScript, Git for version control, and how to use Flexbox and Grid to layout, align, and reorder webpage content, as well as make it adapt to different size screens. In the second section of the program, you will learn fundamental JavaScript programming concepts, including variables, data types, loops, and DOM. You'll then progress to two powerful JavaScript libraries for web and app development, React and React Native. The class will start with basics such as learning how to compose components which are the foundations of React. During this course, you will build three fully working apps: a desktop application using React, and an iOS and Android app using React Native. To round out your JavaScript development skills, you'll learn Node.js, MongoDB, and Express.js. The final part of the program starts with the basics of Python. You'll learn the lexical syntax of Python and quickly move onto more advanced topics such as dictionaries, custom functions, and sorting algorithms. You'll progress to object-oriented programming, working with APIs, and querying databases with SQL. You'll then be introduced to Django, a Python web framework used for back end web programming. You will learn URL dispatchers, querying models, and automating tasks with Django. After understanding the fundamentals of Django, you'll learn Django REST, a Django framework that allows you to easily work with images, authentication, and API endpoints.

In this bootcamp, you will use SQL as a tool to implement logic, define instructions and compose queries. You will create advanced queries and manipulate and index tables, and learn techniques for writing decision-making code using advanced functions.

Design mobile & web interfaces, learn graphic design fundamentals, and create a portfolio. Our UI Design Certificate includes classes in Figma, Photoshop, Illustrator, Graphic Design, and UI Design.

Learn to design the UX (User Experience) and UI (User Interface) of websites in this certificate program. From prototyping, to user research and testing, to creating visual designs in Adobe XD, Sketch, Figma and more, you’ll learn how to create effective designs. This Certificate includes 4 courses: Sketch in a Day, UX Design Bootcamp, Photoshop in a Day, and Visual Design Bootcamp

In this certificate course, you'll learn video editing with Adobe Premiere Pro, audio editing with Adobe Audition, and get started with motion graphics/animation with After Effects. By the end of the program, you'll have a demo reel that you can show potential employers and clients.

In this certificate course, you'll learn video editing with Adobe Premiere Pro, animation with After Effects and Cinema 4D Lite, and audio editing with Adobe Audition. By the end of the program, you'll have a demo reel of video and motion design projects that you can show potential employers and clients.

Become a well-rounded web and visual designer by learning to design and code websites and emails. Learn to design the layouts, create and optimize web graphics, and code the final product with HTML, CSS, and JavaScript. Design websites that look good on mobile, tablet, desktop, and hi-res screens. Create websites, emails, and web graphics in this comprehensive front-end bootcamp. You’ll learn to build webpages by coding HTML, CSS, and JavaScript, as well as how to create web graphics and HTML emails. Learn essential visual design concepts (color, composition, etc.), and the applications used by professionals. Learn web coding with HTML to mark up content, CSS for styling, and JavaScript to add interactivity. Create responsive websites that adapt to any size device (such as mobile, tablet, and desktop). Design webpage layouts in Sketch, and optimize web graphics for hi-res screens and fast downloads. Use HTML and CSS to create professional marketing emails. Most companies send marketing and transactional emails, so this is a very useful skill that builds off the knowledge you’re already learning to make websites. Create a Portfolio: Walk away with sharp designs to show to prospective employers This Web & Visual Design Certificate is a comprehensive and effective program that you can attend in New York City or live online, with more learning time than many similar programs. You get hands-on training, step-by-step training workbooks we’ve written ourselves, and a free retake.