Machine Learning

This 20-hour Machine Learning with Python course covers all the basic machine learning methods and Python modules (especially Scikit-Learn) for implementing them.  The five sessions cover:  simple and multiple Linear regressions; classification methods including logistic regression, discriminant analysis and naive bayes, support vector...

Have trouble sewing collars on your garments? Collars frame the face and add striking style to clothing, so it’s important to sew them perfectly.  Learn how to use and sew various collar styles: the convertible collar, Mandarin collar, and classic two-piece shirt collar. Then construct an all-purpose sport shirt/Hawaiian-style shirt with the...

In this class you will gain knowledge about the most used strategies for 5 axis machining, 3+2 machining. This class covers 3+2 axis Machining vs. 3 axis, dynamic machine control, the 5-axis posting procedure, 3+2 Drilling, and tool-axis form. Who Should Attend? Those individuals who want to know or learn about PowerMILL's capabilities in 5 Axis...

This class will cover the topic of 5 axis continuous machining. Students will learn about swarf machining, profile finishing & machine limits, embedded patterns, 5-axis contact point scribing and engraving, component thickness use in 5-axis, auto collision avoidance, tool axis editing, machine axis limits, port strategies, and blade & bliss...

In this hands on class, you will learn how to take a file from solid to 3D print with the new manufacturing extension, Additive Manufacturing. We will cover how to setup your machine�s configuration to orienting your 3D model on the table, to creating support structures, and finally exporting the print file. Prerequisites: FSN-001, FSN-002,...

This course is the introduction to PowerMill. You'll learn everything you need to navigate in PowerMill and get started setting up your own jobs. We will start with a detailed review of the steps involved in machining setup. Then we'll get started with area clearance strategies for roughing. In the second day we'll start reviewing finishing strategies....

In this hands on class, you will learn how to use all of the new subtractive manufacturing extension tools in Fusion 360. We will cover, in depth, how to use Hole Recognition to program holes quicker and more consistently from part to part, at any orientation. Then you will learn how to use Probe Geometry, for in-process inspection and re-machining...

This class will demystify and de-stress the process of making ice cream at home. Once you learn the basics, you will wonder why you haven’t been doing it more often. Dust off the ice cream maker because it is time to put it to good use. But if you don’t have one, learn machine-free churning methods and enjoy delicious chilled or baked custards....

This hands-on course will teach students the basics and beyond for programming their parts for a CNC lathe or mill-turn tool machine. The topics presented in this course enable users to take a completed 3D solid model and program the part from setup to toolpaths and then post-process the G-code. We will learn how to create a setup within Fusion 360...

Animating your scene can range from a simple walkthrough to showing the functionality of a machine, to lighting studies and assembly and maintenance instructions. This course digs deeper into the 3ds Max interface providing you with a foundation for creating everything from simple motion to fully rigged models along with best practices in rendering...

In the first part of this course, we scrutinized the essence of “camera vision”. We discussed the mechanics of that vision – the particular attributes of the machine that makes photographs, and how it is similar to but different than the operations of our human optic system, as well as the unique perceptual testimony offered by the resulting...

Ready to pick up that needle and thread for the first time? Or finally take that sewing machine you bought out of the box and put it to good use? With Sewing 101 we are going back to the basics, starting from scratch, and taking you step by step through all the essentials to make learning to sew a fun and inspiring experience. Sewing 101 is perfect...

In this full day, hands on class, you will learn how to rough and finish 3 axis parts (sometimes referred to as surface milling). We will first introduce the 3 roughing strategies offered in FeatureCAM to remove the majority of material.  You will then learn how to apply each of the 3D finishing toolpaths and see cases on when to use which strategy....

This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify...

In this certificate, students learn necessary programming skills to manipulate databases and perform various levels of analysis on the data. This program prepares students for entry-level data science and Python engineering positions. Master Programming Fundamentals Learn Python programming fundamentals and how to use Numpy, Pandas, and Matplotlib...

In this certificate, students will learn how to use Python to pull, clean, analyze, visualize, and eventually predict off financial data.  This program prepares students for entry-level positions in data science and financial technology as well as upskills any financial analyst.  Master Advanced Python to Analyze Financial Data ...

Are you looking at moving your legacy infrastructure and applications to the Cloud? Which Cloud software do you use? Do you need a Public Cloud or a Private Cloud? Perhaps, a Hybrid Cloud. This course will help you answer those questions and more using OpenStack as your Cloud platform. OpenStack uses a modularized architecture. You can start with...

In the C Programming course, students are introduced to all major language elements including fundamental data types, flow control, and standard function libraries. The C++ course introduces core object oriented programming concepts including inheritance, encapsulation and polymorphism. C++ syntax and style are taught in the context of using object-oriented...

The OpenStack Administration Bootcamp course is a 5-day class designed to introduce you to OpenStack and its components (day 1) and then provide you with a complete experience with administering and operating the most common OpenStack components to implement Infrastructure as a Service (IaaS) in a private cloud; from image management to instance...

The OpenStack Administration and Operations course is a 4 day class designed to provide you with an in-depth experience with administering and operating the most common OpenStack components to implement Infrastructure as a Service (IaaS) in a private cloud; from image management to instance creation to network plugins and more. At the end of this...