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    Advanced Scenarios in Azure Functions

    3nino
    By 3nino,
    Advanced Scenarios in Azure Functions
    by Sahil Malik
    English | 2019 | MP4 | Video: 720 | Subtitles: no | Duration: 45m | 82 MB

    In this video on Azure Functions, you will learn about the most relevant advanced features of Azure Functions. The video is broken down into concise yet complete segments so that you can discover how to write, debug, and diagnose Azure Functions on a need-to-know basis.
    As various cloud offerings move towards serverless computing, Azure Functions has emerged as Microsoft Azure's serverless computing platform. This video goes a step beyond coding in the browser and introduces you to a typical view of Azure Functions, including writing in VS Code, debugging, and diagnosing issues.
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    Advanced Data Science Techniques in SPSS

    3nino
    By 3nino,
    Advanced Data Science Techniques in SPSS
    MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 6.5 Hours | Lec: 87 | 909 MB
    Genre: eLearning | Language: English

    Hone your SPSS skills to perfection - grasp the most high level data analysis methods available in the SPSS program.
    Become a Top Performing Data Analyst - Take This Advanced Data Science Course in SPSS!
    Within a few days only you can master some of the most complex data analysis techniques available in the SPSS program. Even if you are not a professional mathematician or statistician, you will understood these techniques perfectly and will be able to apply them in practical, real life situations.
    These methods are used every day by data scientists and data miners to make accurate predictions using their raw data. If you want to be a high skilled analyst, you must know them!
    Without further ado, let's see what you are going to learn...
    Stepwise regression analysis, a technique that helps you select the best subset of predictors for a regression analysis, when you have a big number of predictors. This way you can create regression models that are both parsimonious and effective.
    Nonlinear regression analysis. After finishing this course, you will be able to fit any nonlinear regression model using SPSS.
    K nearest neighbor, a very popular predictive technique used mostly for classification purposes. So you will learn how to predict the values of a categorical variable with this method.
    Decision trees. We will approach both binary (CART) and non-binary (CHAID) trees. For each of these two types we will consider two cases: the case of response dependent variables (regression trees) and the case of categorical response variables (classification trees).
    Neural networks. Artificial neural networks are hot now, since they are a suitable predictive tool in many situations. In SPSS we can train two types of neural network: the multilayer perceptron (MLP) and the radial basis function (RBF) network. We are going to study both of them in detail.
    Two-step cluster analysis, an effective grouping procedure that allows us to identify homogeneous groups in our population. It is useful in very many fields like marketing research, medicine (gene research, for example), biology, computer science, social science etc.
    Survival analysis. If you have to estimate one of the following: the probable time until a certain event happens, what percentage of your population will suffer the event or which particular circumstances influence the probability that the event happens, than you need to apply on of the survival analysis method studied here: Kaplan-Meier or Cox regression.
    For each analysis technique, a short theoretical introduction is provided, in order to familiarize the reader with the fundamental notions and concepts related to that technique. Afterwards, the analysis is executed on a real-life data set and the output is thoroughly explained.
    Moreover, for some techniques (KNN, decision trees, neural networks) you will also learn:
    How to validate your model on an independent data set, using the validation set approach or the cross-validation
    How to save the model and use it for make predictions on new data that may be available in the future.



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    Advanced Algorithms in Java

    3nino
    By 3nino,
    Advanced Algorithms in Java
    .MP4, AVC, 30 fps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 16h 10m | 7.56 GB
    Created by Tim Buchalka's Learn Programming Academy, Marcos Costa

    Understand Algorithms and Data structure at a deep level. Grow your career and be ready to answer interview questions!
    What you'll learn
    Have an understand of how algorithms work, at a deep level
    Write better Java code that is more optimised
    Requirements
    Basic skills in Java or another programming language


    Once you know the basics of Java, you will want to start figuring out Algorithms and Data structures.
    Used correctly, your code will run faster, and use less memory, and be more stable, with the efficient use of the right Algorithms and data structures.
    But the reverse is also true. When used incorrectly, you can find your code consuming more memory and running slower!
    Programmers who understand how to use and implement Algorithms and data structures correctly, are in high demand. Until now, acquiring the knowledge of how to do things the right way has been a painful process of learning by trial and error.
    All that has changed with the release of this brand-new course - Advanced Algorithms in Java.
    Marcos Costa, is an expert Java developer with 18 years of experience. Early in his career he realised the importance of understanding algorithms at a deep level.
    Soon he began to get noticed by his peers for his knowledge and rose to Tech Lead Engineer.
    His skills took him to positions all over the world, including Australia and the USA where he now resides.
    Now he created a course designed to help Java programmers to really understand algorithms at a deep level.
    What will you learn in this course?
    You'll learn to become a better problem solver, by using better implementations and making better decisions with your coding.
    Marcos will explain to you in an easy to follow and understandable way, how to implement a number of algorithms that you can put to good use in your own projects.
    Follow along, line by line as the algorithms are developed, and watch it execute, and get a deep understanding of how the algorithms work.
    Unlike most other courses, you will actually understand how to put together and use these algorithms in your own code. This course is heavily practical - its not just boring theory and slides that you see in many other courses that target the same topics.
    What topics are covered in the course?
    You will learn five different Pattern Matching algorithms.
    Lempel-Ziv-Welch Algorithm
    Huffman Compression
    Prefix Tree or Trie Tree
    Suffix Trie
    Suffix Tree
    You will implement two version of Boyer Moore algorithm (the simplest and easiest and the more complex).
    And then implement the Suffix Tree from O(n2) to only O(n).
    This is a very long, complex and interesting implementation!
    What benefits will you get out of the course?
    You will learn and understand complex algorithms.
    Improve your confidence in interviews as a result of what you have learned in the course.
    Write better Java code, that is more efficient and optimized, factoring in your newly found understanding of memory vs processor trade-offs.
    Quite literally, you will take your Java skills to the next level.
    Why enrolling in this course is the best decision you can make.
    This course helps you to understand how to implement a number of core algorithms. You will come away with a detailed understanding of how they work, and how to apply what you have learned into your own programs.
    You'll be able to write better Java code, and as a result your programs will be better optimized for execution and use less resources.
    After completing this course, you will be able to add the algorithms you have learned into your arsenal of skills, giving you more opportunities to further your career.
    The sooner you sign up for this course, the sooner you will have the skills and knowledge you need to increase your job or consulting opportunities. Your new job or consulting opportunity awaits!
    Why not get started today?
    Who this course is for:
    Students or Java developers who are ready to take the skills to the next level by learning complex algorithms and data structures.
    Students or Java developers who want to understand algorithms at a deep level
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    Adobe Lightroom Automation Techniques with Jared Platt

    3nino
    By 3nino,
    Adobe Lightroom Automation Techniques with Jared Platt | 582 MB
    Class Description
    There are a lot of wonderful little gems in Adobe Lightroom 5 that will automate your workflow, come find them all with Jared Platt. Learn how to automate your portfolio, how to make your camera screen and your raw image match every time, how to work effectively with camera defaults, and more Get your hands off those dials and let Adobe Lightroom do the work for you.

    Software Used: Adobe Lightroom 5
    Lessons - Adobe Lightroom Automation Techniques - Duration:1:20:10
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    Administrative Professional Weekly Tips [Updated 172019]

    3nino
    By 3nino,
    Administrative Professional Weekly Tips pdated 1/7/2019
    .MP4, AVC, 1500 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 2h 26m | 880 MB
    Instructor: April Stallworth

    Being an administrative professional is a rewarding and challenging career. This series provides weekly tips to help you stay focused, balanced, and in sync with your boss-and become an invaluable asset to whatever company you work for. Executive assistant and coach April Stallworth helps you develop key skills such as gatekeeping, project management, and navigating office politics. She introduces tools to help you be more productive and efficient, and resources to find answers specific to your industry. She also helps you build your brand and your network, to help pave the way to your next job or promotion.

    More Info
    https://www.lynda.com/Business-Skills-tutorials/Administrative-Professional-Weekly-Tips/661755-2.html


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