This 35-hour Machine Learning with R course introduces both the theoretical foundation of machine learning algorithms as well as their practical applications in R. It will introduce you to data mining, performance measures and dimension reduction, regression models, both linear and generalized, KNN and Nave Bayes models, tree models, and SVMs as well as the Association Rule for analysis.
This class explores how to manipulate text in Illustrator and Photoshop, including topics on different methods of placing type, changing properties, converting type into shapes, and basic typography theory. Skill prerequisites: Photoshop for Beginners Classes held on Mac Computers. These are registration based classes and spots may fill up quickly. If for any reason we're unable to accommodate your registration, we will let you know as soon as possible.
This 6-week program provides a hands-on introduction to Apache Hadoop and Spark programming using Python and cloud computing. The key components covered by the course include Hadoop Distributed File Systems, MapReduce using MRJob, Apache Hive, Pig, and Spark. Tools and platforms that are used include Docker, Amazon Web Services and Databricks. In the first half of the program students are required to pull a pre-built Docker image and run most of the exercises locally using docker containers.
This intensive class will introduce you to the wonderful world of R and provide you with an excellent understanding of the language that leaves you with a firm foundation to build upon. From the rudimentary building blocks of programming basics, to data manipulation and use of advanced drawing packages, the course will conclude with a demonstration of a project of your choice on Project Demo Day. For Demo Day you will access and analyze real data, utilizing the tools and skill set taught to you throughout the course.
This five week course is an introduction to data analysis with the Python programming language, and is aimed at beginners. We introduce how to work with different data structure in Python. We cover the most popular modules, including Numpy, Scipy, Pandas, matplotlib, and Seaborn, to do data analytics and visualization. We use Ipython notebook to demonstrate the results of codes and change codes interactively during the class. Our past students include people have no programming experience and people have little exposure by taking Python class.
This is a class for computer-literate people with no programming background wishing to learn basic Python programming. The course is aimed at those needing to do data wrangling manipulating downloaded files to make them amenable to analysis. We concentrate on language basics such as list and string manipulation, control structures, and simple I/O, and introduce modules for downloading data from the web. Required Materials Students should bring a laptop to class.
This is a class for computer-literate people with no programming background wishing to learn basic Python programming. The course is aimed at those needing to do data wrangling manipulating downloaded files to make them amenable to analysis. We concentrate on language basics such as list and string manipulation, control structures, and simple I/O, and introduce modules for downloading data from the web. Required Materials Students should bring a laptop to class.
This class will introduce you a wide range of machine learning tools in Python. The main focus is on how to use those tools to solve real world problems. Machine learning is a combination of statistical models with programming. After successful completion of this course, students will be able to carry out your experiments with the public available algorithms or develop your own algorithm.
This two-day introductory WordPress class is for users who need to create content on or manage WordPress sites . This WordPress course starts at the foundation level, teaching the processes from setup, adding content including text as well as images and also multimedia. Formatting and organizing content, and creating links are also covered. The course also teaches adding pages as well as the process for allowing for user-generated content via comments if desired. Fundamentals of administration of a WordPress site are also covered, with discussion of user roles, adding users, and settings.
Microsoft PowerPoint has long been the industry standard for creating presentations, and this class will help you understand how to use this powerful program to its full potential. We will help you quickly master the basics, creating several layouts, customizing text, importing media, using placeholders and more! Then we will delve into the features that will bring your presentations to the next level, including charts, tables, gradients, transitions and animations.
Gain the knowledge and skills to link multiple data sources and create effective presentations using Crystal Reports. With this training course, you will return to your organization with a detailed process to help you retrieve and format data, create meaningful reports for widespread distribution, and integrate your reports with a website or application, such as .NET.
Explore more advanced features of Microsoft Excel 2010. Topics include using formulas and functions, data sorting and conditional formatting. Skill prerequisites: Basic Excel skills These are registration based classes and spots may fill up quickly. If for any reason we're unable to accommodate your registration, we will let you know as soon as possible.
Full Course Name: Excel Genius Class 7: Importing Data, String Functions, and Goal Seek This class will cover how to use functions to modify strings, how to import and scrub data, and how to use goal seek to solve common problems. We will then bring together all of the skills from previous classes to work on real world projects. Skill required: Must have taken Excel Genius Classes 1-6, or understand all topics covered in those courses.
Explore more advanced features of Microsoft Excel 2010. Topics include using formulas and functions, data sorting and conditional formatting. These are registration based classes and spots may fill up quickly. If for any reason we're unable to accommodate your registration, we will let you know as soon as possible.
Need a security check-up? This class covers the best practices of keeping your information safe online and your computer virus free. These are registration based classes and spots may fill up quickly. If for any reason we're unable to accommodate your registration, we will let you know as soon as possible.
Learn the basics of navigating a PC with Windows 7. These are registration based classes and spots may fill up quickly. If for any reason we're unable to accommodate your registration, we will let you know as soon as possible.
This five week course is an introduction to data analysis with the Python programming language, and is aimed at beginners. We introduce how to work with different data structure in Python. We cover the most popular modules, including Numpy, Scipy, Pandas, matplotlib, and Seaborn, to do data analytics and visualization. We use Ipython notebook to demonstrate the results of codes and change codes interactively during the class. Our past students include people have no programming experience and people have little exposure by taking Python class.
Great and easy way to Start Learning Computer Programming, one of the most valuable skills Starting from scratch we learn how to start using Python and build a foundation for programming in Python. We learn and master how to use major data structures which include Strings, Lists, Dictionaries and Sets. We practice solving common problems usually asked at job interviews and learn how to write efficient and fast Python code. During this program, we cover Big-O notation, the time complexity of an algorithm, and learn most common sorting algorithms.
Great and easy way to Start Learning Computer Programming, one of the most valuable skills Starting from scratch we learn how to start using Python and build a foundation for programming in Python. We learn and master how to use major data structures which include Strings, Lists, Dictionaries and Sets. We practice solving common problems usually asked at job interviews and learn how to write efficient and fast Python code. During this program, we cover Big-O notation, the time complexity of an algorithm, and learn most common sorting algorithms.
Great and easy way to Start Learning Computer Programming, one of the most valuable skills Starting from scratch we learn how to start using Python and build a foundation for programming in Python. We learn and master how to use major data structures which include Strings, Lists, Dictionaries and Sets. We practice solving common problems usually asked at job interviews and learn how to write efficient and fast Python code. During this program, we cover Big-O notation, the time complexity of an algorithm, and learn most common sorting algorithms.