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Tutoriales / Get Hired Launch your Stand-Out Resume & LinkedIn Profile
« Último mensaje por sena2222 diciembre 15, 2017, 08:18:56 pm »



Get Hired: Launch your Stand-Out Resume & LinkedIn Profile
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 38M | Lec: 10 | 208 MB
Genre: eLearning | Language: English

 Learn simple steps to REALLY stand out in the job market with your resume and LinkedIn profile R30;​



Your resume is your opportunity to showcase your BEST stuff to recruiters and hiring mangers and your LinkedIn profile focuses on your BEST highlights from your resume.  Yet, most resumes have one of these issues: 1) Poor formatting 2) Lacking accomplishments 3) Reads like a job description.  And, most LinkedIn profiles include too much or too little information to showcase your BEST work. 

Learn how to REALLY stand out in the job market with your resume and LinkedIn profile R30;

Includes:

    30 minute video lessons
    Workbook & Tips
    Project assignments to launch a ready resume and LinkedIn profile in 7 days

A Few Testimonials:

"Kara's advice to look at what we've already done, and identify when and where and by what that spark of interest and energy ignited, and to build on that recognition instead of focusing forward into that fog-well, for me it's a whole new way of thinking." Wendy

"Working with Kara was an absolute pleasure.  Her attitude is fun while maintaining a high level of professionalism.  Not only did I come away with an A+ resume, I gained a massive amount of confidence on how to present myself to future employers.  I can honestly say my resume now communicates the nearly decades worth of work I have accomplished throughout my career in a concise document that expresses my true talents!"  Mike B 

Giving Back & Paying it Forward:

A portion of the proceeds from this course will be donated quarterly to the non-profit: The Cara Program, based in Chicago, Illinois. The Cara Program has evolved as not only a best-in-class job training and placement provider for individuals affected by homelessness and poverty, but also a vehicle for true life transformation.

       
                               
                   

               
                               
   
           


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2
Tutoriales / Monitoring and Improving the Performance of Machine Learning Models
« Último mensaje por sena2222 diciembre 15, 2017, 08:16:52 pm »



Monitoring and Improving the Performance of Machine Learning Models
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 35M | 863 MB
Genre: eLearning | Language: English



It's critical to have "humans in the loop" when automating the deployment of machine learning (ML) models. Why? Because models often perform worse over time. This course covers the human directed safeguards that prevent poorly performing models from deploying into production and the techniques for evaluating models over time. We'll use ModelDB to capture the appropriate metrics that help you identify poorly performing models. We'll review the many factors that affect model performance (i.e., changing users and user preferences, stale data, etc.) and the variables that lose predictive power. We'll explain how to utilize classification and prediction scoring methods such as precision recall, ROC, and jaccard similarity. We'll also show you how ModelDB allows you to track provenance and metrics for model performance and health; how to integrate ModelDB with SparkML; and how to use the ModelDB APIs to store information when training models in Spark ML. Learners should have basic familiarity with the following: Scala or Python; Hadoop, Spark, or Pandas; SBT or Maven; cloud platforms like Amazon Web Services; Bash, Docker, and REST.

Learn how to use ModelDB and Spark to track and improve model performance over time
Understand how to identify poorly performing models and prevent them from deploying into production
Explore classification and prediction scoring methods for training and evaluating ML models
Manasi Vartak is a PhD student in the Database Group at MIT, where she works on systems for analysis of large scale data.

   

                               
                   

               
       
           


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3
Tutoriales / Lightning Component Development Best Practices
« Último mensaje por sena2222 diciembre 15, 2017, 08:14:47 pm »



Lightning Component Development Best Practices
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 389 MB
Genre: eLearning | Language: English

The Lightning Component Framework makes it easy to build responsive apps for any device on the Salesforce platform. This course will teach you best practices that will optimize app performance.



Are your Lightning Components performing at the best level they can? Are they secure? Will they scale well as you start to build more complex Lightning Applications? In this course, Lightning Component Development Best Practices, you'll learn the answers to these questions and more. First, you'll find out what simple best practices you can incorporate to improve client-side rendering. Next, you'll learn how to enhance server-side efficiency. Finally, you'll discover what you can do to ensure your components are secure. When you are finished with this course, you'll have the confidence to build Lightning Components that run "Lightning Fast".

   
                                   
                               
                   

               
                               
   
           


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4
Tutoriales / An Introduction to Machine Learning Models in Production
« Último mensaje por sena2222 diciembre 15, 2017, 08:12:41 pm »



An Introduction to Machine Learning Models in Production
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 39M | 1.38 GB
Genre: eLearning | Language: English



This course lays out the common architecture, infrastructure, and theoretical considerations for managing an enterprise machine learning (ML) model pipeline. Because automation is the key to effective operations, you'll learn about open source tools like Spark, Hive, ModelDB, and Docker and how they're used to bridge the gap between individual models and a reproducible pipeline. You'll also learn how effective data teams operate; why they use a common process for building, training, deploying, and maintaining ML models; and how they're able to seamlessly push models into production. The course is designed for the data engineer transitioning to the cloud and for the data scientist ready to use model deployment pipelines that are reproducible and automated. Learners should have basic familiarity with: cloud platforms like Amazon Web Services; Scala or Python; Hadoop, Spark, or Pandas; SBT or Maven; Bash, Docker, and REST.

Understand how to set-up and manage an enterprise ML model pipeline
Learn the common components that make up enterprise ML model pipelines
Explore the use and purpose of pipeline tools like Spark, Hive, ModelDB, and Docker
Discover the gaps in the Spark ecosystem for maintaining and deploying ML pipelines
Learn how to move from creating one-off models to building a reproducible automated pipeline

   

                   

               
                               
                 
           


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5
Tutoriales / Service Co-design for Libraries Xlibris Approach
« Último mensaje por sena2222 diciembre 15, 2017, 08:10:36 pm »



Service Co-design for Libraries: Xlibris Approach
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 11 | 172 MB
Genre: eLearning | Language: English

 A complete guide that takes you through every step of Xlibris Approach for service co-design for libraries.



The main aim of this course is to teach how to co-design library services by involving users and how to use various tools and techniques to address their needs and idea

In this course, main features of the tools such as Lego® Serious Play®, Business Model YOU Canvas®, Crowdsourcing and Xlibris Matrix will be introduced and how to use each tool for different phases of service co-design will be presented with examples. This will include helping librarians and library users to define their ideas, needs, wants, desires, likes and dislikes; defining resources, facilities and limitations; obtaining inputs from peers  and uncovering training needs.

       
                               
                   

               

           


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6
Tutoriales / Lightroom Lessons Milky Way
« Último mensaje por sena2222 diciembre 15, 2017, 08:08:31 pm »



Lightroom Lessons: Milky Way
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 16M | 56 MB
Genre: eLearning | Language: English


in this lesson I will show you how to edit your Milky Way photographs in Lightroom. Many photos of the night sky come out very bland with no color and a lot of noise. In this video I will show you how to fix both of those problems and make your images worth sharing!

         
                                                                                                                                                                                                                                                                           
                   

               
       

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7
Tutoriales / PHP Beginner to Master
« Último mensaje por sena2222 diciembre 15, 2017, 08:06:26 pm »



PHP Beginner to Master
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5.5 Hours | Lec: 49 | 727 MB
Genre: eLearning | Language: English

Go from Zero to Hero in PHP Programming.



Looking to Learn PHP Programming? Trying to find a place to start your coding journey can be a hassle. With thousands of courses out there, choosing and differentiating between courses can be overwhelming!  FEAR NOT. PHP Beginner to Master Course puts everything you need to know, all in one place! Save time and money by having everything you need, conveniently available to you, in one comprehensive course.

Have some prior programming knowledge? This course is a perfect way to build on your knowledge further. You may have some gaps in certain areas or be unfamiliar with certain programming languages.  If you have a solid foundation of other coding languages like HTML, CSS and JavaScript then PHP is the perfect language you should move on to. PHP Beginner to Master Course will ensure you bridge those gaps and gain experience in all the major programming languages.

Knowing PHP will allow you to build web applications, websites or Content Management systems, like WordPress, Facebook, Twitter or even Google.

There is no limit to what you can do with this knowledge. PHP is one of the most important web programming languages to learn, and knowing it, will give you SUPER POWERS in the web development world and job market place.

Why?

Because Millions of websites and applications (the majority) use PHP. You can find a job anywhere or even work on your own, online and in places like freelancer or Odesk. You can definitely make a substantial income once you learn it.

     
                               
                   

               
                               

           


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8
Tutoriales / Deploying Machine Learning Models as Microservices Using Docker
« Último mensaje por sena2222 diciembre 15, 2017, 08:04:21 pm »



Deploying Machine Learning Models as Microservices Using Docker
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 24M | 825 MB
Genre: eLearning | Language: English



Modern applications running in the cloud often rely on REST-based microservices architectures by using Docker containers. Docker enables your applications to communicate between one another and to compose and scale various components. Data scientists use these techniques to efficiently scale their machine learning models to production applications. This video teaches you how to deploy machine learning models behind a REST API-to serve low latency requests from applications-without using a Spark cluster. In the process, you'll learn how to export models trained in SparkML; how to work with Docker, a convenient way to build, deploy, and ship application code for microservices; and how a model scoring service should support single on-demand predictions and bulk predictions. Learners should have basic familiarity with the following: Scala or Python; Hadoop, Spark, or Pandas; SBT or Maven; cloud platforms like Amazon Web Services; Bash, Docker, and REST.

Understand how to deploy machine learning models behind a REST API
Learn to utilize Docker containers for REST-based microservices architectures
Explore methods for exporting models trained in SparkML using a library like Combust MLeap
See how Docker builds, deploys, and ships application code for microservices
Discover how to deploy a model using exported PMML with a REST API in a Docker container
Learn to use the AWS elastic container service to deploy a model hosting server in Docker
Pick up techniques that enable a model hosting server to read a model

   
         
                               
                   

               
                               
 
           


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9
Tutoriales / How to Expand Your Freelance Business - Starter Course
« Último mensaje por sena2222 diciembre 15, 2017, 08:02:15 pm »



How to Expand Your Freelance Business - Starter Course
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 33M | Lec: 8 | 98 MB
Genre: eLearning | Language: English

Expand Your Freelance Business by Providing Products to clients. Get ideas what you could be offering.



Most common freelancer business model is to provide services by the hour or per project. Nothing wrong with this business model, but it does impact hugely on your growth potential as everything is tied to you and your time.

Starting an agency is not an easy task either and managing other freelancers may not be your cup of tea. How can you as a freelancer keep you business going when everything is tied to you and the hours of the day? And what happens ifR30;

-> you are ill?

-> you want to take holidays?

How do you make meet ends then? Mostly likely you make nothing during this time!

A huge problem that all freelancers face, including me untilR30; 

I changed my business model to include products and it changed everything!

Although I kind of hate the term "make money when you sleep", it is true for me. Because of my products I often wake to a payment notifications - and I can tell you, nothing beats that feeling!

This is where product creation comes into play.

- You already have necessary expertise

- You have necessary tools

- You have client base ready

This course is designed to open your eyes to re-designing your freelance business model and to give you ideas how you can turn your service business to include products that make you money while you sleep.

This is what I did with my business and it totally changed my business and life. Plus I found a new passion - course creation!

All you need is a will to try it out, rest is just production (and that is simple)!

   
       
                               
                   

               
                               
   
           


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10
Tutoriales / GCP - Complete Google Data Engineer and Cloud Architect Guide
« Último mensaje por sena2222 diciembre 15, 2017, 08:00:10 pm »



GCP - Complete Google Data Engineer and Cloud Architect Guide
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 22 Hours 43M | 12.7 GB
Genre: eLearning | Language: English



This course is a really comprehensive guide to the Google Cloud Platform - it has ~20 hours of content and ~60 demos. The Google Cloud Platform is not currently the most popular cloud offering out there - that's AWS of course - but it is possibly the best cloud offering for high-end machine learning applications. That's because TensorFlow, the super-popular deep learning technology is also from Google.


                               
                   

               
 


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