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Feature Engineering
by Google Cloud Training- 4.5
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Approx. 18 hours to complete
Want to know how you can improve the accuracy of your ML models? What about how to find which data columns make the most useful features? Welcome to Feature Engineering where we will discuss good vs bad features and how you can preprocess and transform them for optimal use in your models....
Speaking to inform: Discussing complex ideas with clear explanations and dynamic slides
by Dr. Matt McGarrity- 4.8
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Approx. 14 hours to complete
A scientist needs to explain her recent research findings. This demands a strategic approach to speech design that we’ll undertake in this class. Welcome to speaking to inform Use slides to clarify the speech's arrangement Michael Alley, Penn State: How to make slides better Where and how to interact with your audience...
Robotics: Capstone
by Sid Deliwala- 4.6
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Approx. 26 hours to complete
It will also give you a chance to use mathematical and programming methods that researchers use in robotics labs. You will choose from two tracks - In the simulation track, you will use Matlab to simulate a mobile inverted pendulum or MIP. 4 Camera to body calibration 5 Introduction to Apriltags...
Agile Planning for Software Products
by Kenny Wong- 4.8
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Approx. 12 hours to complete
This course covers the techniques required to break down and map requirements into plans that will ultimately drive software production. - Map user requirements to developer tasks Module 1: Introduction to Planning Introduction to Agile Planning for Software Products 1: Introduction To Planning 1A: Introduction To Planning Map user requirements to developer tasks...
Optical Efficiency and Resolution
by Amy Sullivan , Robert McLeod- 4.1
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Approx. 21 hours to complete
Optical instruments are how we see the world, from corrective eyewear to medical endoscopes to cell phone cameras to orbiting telescopes. This course will teach you how to design such optical systems with simple mathematical and graphical techniques. You will also learn how to analyze these characteristics of your optical system using an industry-standard design tool, OpticStudio by Zemax....
Sample-based Learning Methods
by Martha White , Adam White- 4.7
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Approx. 22 hours to complete
We will wrap up this course investigating how we can get the best of both worlds: algorithms that can combine model-based planning (similar to dynamic programming) and temporal difference updates to radically accelerate learning. - Understand planning with simulated experience (as opposed to classic planning strategies) - Implement a model-based approach to RL, called Dyna, which uses simulated experience...
Big History: Connecting Knowledge
by David Christian- 4.8
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Approx. 29 hours to complete
Discover the connections in our world, the power of collective learning, how our universe and our world has evolved from incredible simplicity to ever-increasing complexity. ZOOMING IN: Jenny Duke-Yonge - How do we decide what to believe? ZOOMING IN: Mark Hearn - How did Modernity evolve after the Industrial Revolution? ZOOMING IN: Stephanie Lawson - How far can globalization go?...
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Queering the Schoolhouse: LGBTQ+ Inclusion for Educators
by Jacob McWilliams , Suraj Uttamchandani , Daryl Boyd- 4.8
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Approx. 12 hours to complete
Throughout the videos, reading assignments, and additional resources we’ve provided, you’ll be exposed to a range of concepts and techniques for enhancing LGBTQ+ inclusion. You’ll be challenged to integrate those concepts and techniques in your practice as an educator. What Queer Means To Me Back To The Ally Toolbox What Queer Means To Me...
Planning and Organizing for Supervisors
by Andrew S Koch- 4.8
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Approx. 10 hours to complete
• Utilize a systematic approach to make decisions and solve problems. • Describe how to utilize groups and teams for maximum effectiveness and efficiency. You do not need to have management or supervisory. Welcome to Planning and Organizing for Supervisors Explain how to structure organizations and utilize groups and teams for maximum organizational effectiveness and efficiency....
Building Modern Node.js Applications on AWS
by Morgan Willis , Jonathan Dion , Seph Robinson , Rick Hurst- 4.4
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Approx. 23 hours to complete
You’ll learn about how the authorization flow works with Cognito, and how to build it into your APIs. How to Configure CloudWatch Logs in API Gateway, Step Functions and Lambda (Part 1) How to Configure CloudWatch Logs in API Gateway, Step Functions and Lambda (Part 2) How to Configure CloudWatch Logs in API Gateway, Step Functions and Lambda (Part 3)...
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