Amazon AWS Certified Machine Learning Specialty – ML Implementation and Operations Part 3
6. SageMaker Resource Management: Instance Types and Spot Training Let’s delve into the world of resource management with Sage Maker making sure that you’re using just the right amount of computing power for your given algorithms. So we covered a lot of this under the modeling domain section because it just made sense to cover… Read More »
Amazon AWS Certified Machine Learning Specialty – ML Implementation and Operations Part 2
3. SageMaker On the Edge: SageMaker Neo and IoT Greengrass Next, let’s talk about living on the edge with Sage Maker on the edge and how that works. By the edge, we mean actually deploying your Sage Maker models, your train models out to edge devices. So maybe you have an embedded computer within your… Read More »
Amazon AWS Certified Machine Learning Specialty – ML Implementation and Operations
1. Section Intro: Machine Learning Implementation and Operations Our last domain to cover is machine learning, implementation and operations. It’s one thing to build a machine learning model and train it offline, but how do you deploy it into production? Not only do your models need to scale and perform reliably, they need to be… Read More »
Amazon AWS Certified Machine Learning Specialty – Exploratory Data Analysis Part 3
20. Lab: Preparing Data for TF-IDF with Spark and EMR, Part 2 In this exercise, we’re going to illustrate wrangling your data, manipulating it, preparing it for use in training. That’s a lot of what this section is about. And while we’re at it, we’ll illustrate the use of Elastic MapReduce and running Apache Spark… Read More »
Amazon AWS Certified Machine Learning Specialty – Exploratory Data Analysis Part 2
18. Amazon SageMaker Ground Truth and Label Generation Let’s finally talk about Sage Makers ground Truth service. This is a relatively new product from Amazon. And what is it? Well, it’s basically a way of using humans to label your data. And I kind of struggled with where to put this in the course. In… Read More »
Amazon AWS Certified Machine Learning Specialty – Exploratory Data Analysis
17. Binning, Transforming, Encoding, Scaling, and Shuffling Let’s quickly go through some other techniques you might use in the process of feature engineering. One is called binning. The idea here is just to take your numerical data and transform it into categorical data by binning these values together based on ranges of values. So as… Read More »
1z0-821 Oracle Solaris 11 System Administration – System Processes and Tasks Part 3
7. Performance Issues Now, continuing our discussion on monitoring performance, we have to learn how to deal with system performance issues. Now, system performance issues are almost always attributable to hardware or the interaction of the system with the hardware. Now obviously, you can have hardware that doesn’t work that’s broke, you can have a… Read More »
1z0-821 Oracle Solaris 11 System Administration – System Processes and Tasks Part 2
4. Troubleshoot Process Issues Now that we’ve discussed how to list and manage processes, we probably want to talk about troubleshooting them now. Troubleshooting process Issues it may be necessary because processes, of course, like anything else in the system, can cause issues if certain things go wrong. You may see obvious things happen to… Read More »
1z0-821 Oracle Solaris 11 System Administration – System Processes and Tasks
1. Exam Objectives During this part of the course, we’re going to look at managing system processes and scheduling system tasks. Now, there’s a few objectives under this heading that we’ll look at for the OCA exam, but there’s also a few things we’re going to discuss that aren’t on the exam. At least they’re… Read More »
1z0-821 Oracle Solaris 11 System Administration – Conclusion
1. Resources Now that we’ve gotten through the course, there are several resources I’d like to give you to help you in your quest for studying for the OCA exam and to be a better Solaris Eleven administrator. Now, most of the resources I’ll tell you about are on the Oracle site itself, and they’re… Read More »
