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Старый 08.10.2022, 10:01   #69931
mitsumi1
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По умолчанию Google coding interviews on Data structure and Algorithms





Google coding interviews on Data structure and Algorithms
Last Update: 11/2020
Duration: 39m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 446 MB
Genre: eLearning | Language: English

The pro-programmer series
What you'll learn:
Basics of Data structures and Algorithms
Google interview questions
Facebook interview questions
Array Data structure
Linked List Data structure
Requirements
Any one interested in clearing Google coding interview
Description
This is Season 1 Data Structure and Algorithm Series . In this season I have covered The Arrays and Linked List Data structure theory, including time complexity and Frequently asked questions in Google and other FAANG companies such as,
1. Reverse a Linked List
2. Cycle detection in Linked List
3. Two pointer algorithms
4. Delete middle in LinkedList without head
5. Full sum problem
Who this course is for
Anyone who is curious about getting job in Google

rapidgator.net:
Код:
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Старый 08.10.2022, 10:03   #69932
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По умолчанию How To Become Anonymous On The Internet: Hide Your Identity



How To Become Anonymous On The Internet: Hide Your Identity
Published 10/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 12 lectures (1h 4m) | Size: 395.7 MB


Learn how to hide your ip, change mac addr, use vpn, use live os, tor, dark web and more

What you'll learn
Hide your IP
Change your MAC Address
Use VPN
Use Live OS to increase security
Requirements
You must have Internet and PC
Description
You will be going to learn following topics
1. IP ADDRESS: An IP address is a unique address that identifies a device on the internet or a local network. IP stands for "Internet Protocol," which is the set of rules governing the format of data sent via the internet or local network.
- In essence, IP addresses are the identifier that allows information to be sent between devices on a network: they contain location information and make devices accessible for communication. The internet needs a way to differentiate between different computers, routers, and websites. IP addresses provide a way of doing so and form an essential part of how the internet works.
- Your IP address is a unique identifier that tells websites and services who you are online - so it's understandable that you'd want to conceal it from time to time. Learn how to hide your IP address with three internet privacy tools: VPNs, Tor, and proxy servers.
2. MAC ADDRESS: MAC address is the physical address, which uniquely identifies each device on a given network. To make communication between two networked devices, we need two addresses: IP address and MAC address. It is assigned to the NIC (Network Interface card) of each device that can be connected to the internet.
- It stands for Media Access Control, and also known as Physical address, hardware address, or BIA (Burned In Address).
- A device's MAC address is assigned by the manufacturer, but it's not to hard to change-or "spoof"-those addresses when you need to. Learn how do do it, and why you might want to.
3. TOR: Tor Browser isolates each website you visit so third-party trackers and ads can't follow you. Any cookies automatically clear when you're done browsing. So will your browsing history.
- You can also defend against surveillance.
4. VPN: A virtual private network extends a private network across a public network and enables users to send and receive data across shared or public networks as if their computing devices were directly connected to the private network.
5. LIVE OS: Use live OS to increase anonymity.
6. Much more to learn. Let's get started.
Who this course is for
Anyone who want to secure privacy on the internet

Download link

rapidgator.net:
Код:
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Старый 08.10.2022, 10:04   #69933
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По умолчанию How To Perform An Express Migration From Exchange To O365





How To Perform An Express Migration From Exchange To O365
Last updated 3/2018
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 401.96 MB | Duration: 1h 49m

Leveraging a Minimal Hybrid Solution to Migrate Mailboxes to Office 365

What you'll learn
Prepare for, deploy, and configure a minimal hybrid solution and how to leverage it to perform an express migration of mailboxes from Exchange 2013 to O365.
Students will learn how to add a domain to O365 and how to verify it.
Students will learn how to prepare Active Directory for hybrid connectivity with O365.
Students will learn what the Hybrid Configuration Wizard is and how to run it.
Students will learn how to install and configure Azure AD Connect and how to sync users into O365.
Students will learn how to make correct DNS changes to facilitate a hybrid solution.
Students will learn how to use the Remote Connectivity Analyzer to confirm preparation for a hybrid solution.
Requirements
You should be familiar with Exchange 2013, Active Directory, and Office 365 interfaces
Description
Using third-party tools to perform Exchange-to-O365 migrations can be extremely costly, especially for small businesses with very little IT budget available.*Using the FREE native tools that Microsoft provides vastly reduces hard costs,*but using them*can be confusing.*As such, I've authored this outstanding course on performing an Express Migration from an on-prem Exchange environment to Office 365 by leveraging a Minimal Hybrid solution.
In this course, the student will learn how to prepare for (and perform)*an Express Migration*from an on-premises Microsoft Exchange 2013*server to Office 365 / Exchange Online using a Minimal Hybrid approach.
Topics covered include
Adding and*Verifying Domains in O365Preparing Active Directory*for the MigrationPreparing the On-Premises Exchange Organization for MigrationDeploying and Running the Hybrid Migration WizardDeploying and Configuring Azure AD Connect*Migrating Mailboxes to O365 via the Native*EACPerforming the Cutover to O365Re-Routing Email to Office 365Assigning Licenses to O365 UsersPost-Migration Tasks & Cleanup
Upon completion of this course, the student will be able to successfully plan, prepare for, and*perform an Express Migration*from Exchange 2013*to Office 365 using a Minimal Hybrid approach.
Overview
Section 1: Introduction
Lecture 1 What is a Minimal Hybrid Solution?
Lecture 2 About the Lab
Section 2: Provisioning the Domain in O365
Lecture 3 Adding and Verifying the Email Domain
Section 3: Preparing the On-Prem Environment
Lecture 4 Adding an Alternate UPN in AD
Lecture 5 Confirming External Exchange Access
Lecture 6 Enabling MRS Proxy on Exchange
Section 4: Making the Connection
Lecture 7 Running the Hybrid Configuration Wizard
Lecture 8 Installing and Configuring Azure AD Connect
Lecture 9 Creating a Migration Endpoint
Section 5: Migrating Mailboxes
Lecture 10 Licensing the Users in O365
Lecture 11 Performing Mailbox Migrations
Lecture 12 End User Experience
Section 6: Cutover
Lecture 13 Updating MX Records
Lecture 14 Updating Autodiscover
Lecture 15 Updating SPF Records
Section 7: Cleaning Up
Lecture 16 Configure SMTP Relay (optional)
Lecture 17 Turn Azure AD Connect Sync Back On (optional)
Lecture 18 Removing Azure AD Connect (optional)
Section 8: Enabling Skype for Business Online
Lecture 19 DNS Changes for Skype
Lecture 20 Enabling Skype for Business Licensing
Section 9: Decommissioning Exchange
Lecture 21 About Exchange
IT Professionals tasked with migrating from on-prem Exchange to Office 365


Download link

rapidgator.net:
Код:
https://rapidgator.net/file/e0a15bdfeecc64e6541ef3092a32cb55/lrqdg.How.To.Perform.An.Express.Migration.From.Exchange.To.O365.rar.html
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Старый 08.10.2022, 10:41   #69934
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По умолчанию Illustrating Female Anime Characters





Illustrating Female Anime Characters
MP4 | Video: h264, yuv420p, 1920x1080 | Audio: aac, 48000 Hz | Duration: 10h 42m | 1.21 GB
Genre: eLearning | Language: English

Go Deeper into the basics of illustrating an anime female character.
Chaesu will provide you with thorough lessons covering basic anatomy, coloring and shading, tips on drawing hair and clothing.

Illustrate characters with a focused practice and study plan.
Learn complete art making process you've been craving for. Tips on character design and how to give personality and life to your character through your illustrations will be covered in the class as well.
Develop a focused plan to grow and hone your illustration skills.
This class is for beginning illustrators. Anyone who wishes to learn the basics of digital anime art, and improve their character illustrations, this is going to be a perfect class.
Gain a better understanding of character illustration through Chaesu's step-by-step workflow.
Beginner artists will gain a better understanding of character illustration, and how to improve their drawing skills more effectively over time. Learn Chaesu's step-by-step workflow from the planning stages to a finished character illustration.
Meet Your Creator
Hi!
I'm Chaesu, a self-taught illustrator that specializes in anime-style female characters.
Due to my red-green colorblindness, I spent the majority of my life assuming that I could never excel in visual art despite my love for anime and illustrated works. It wasn't until late 2018 that I found the motivation and determination to try and learn how to draw despite my condition and lack of any kind of formal training.
For three years, I have dedicated my time and focus to the study and practice of character illustration, and have been able to improve my skills as an artist and express myself through the illustrations of my original character.


Download link

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Старый 08.10.2022, 10:43   #69935
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По умолчанию Introduction To Systems Programming In C





Introduction To Systems Programming In C
Last updated 10/2018
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.13 GB | Duration: 2h 6m

Learn the basics of Systems Programming: System Calls, File Manipulation, Processes, Threads, Syncronization

What you'll learn
Understand how to use system calls to accomplish: file manipulation, process control, threads, and syncronization.
Know how to implement existing functions, such as gcc, by using system calls.
Review the Unix operating system structure.
Be able to manipulate files using system calls.
Understand how processes work between the child and parent.
Learn proper technique for passing variables into a thread safe function.
Understand the overlap between processes and threading.
Know how semaphores are used to solve the bounded buffer problem.
Requirements
Be familiar with C programming. Have VirtualBox/Linux installed.
Description
OverviewThis course is intended to be an introductory course for those interested in systems programming. I tried to keep this course very simple and easy to understand. In order to do that I created this slide deck that is short and concise, with programming example to compliment them. I will introduce you to the main concepts so you will have a strong foundation and base point to dive deeper into these topics and cover additional topics on your own.General Course ContentsSystem calls and how they interact with the kernelFile manipulation looking at how to create, delete, and edit files using system call(briefly) Memory management and how exactly Unix deals with virtual memory addressingProcesses:*how to create one and what they are used for.Threads and how they are used.Synchronization issues that arise when using processes and threading
Overview
Section 1: Intro to Systems Programming
Lecture 1 Introduction
Section 2: File Manipulation using System Calls
Lecture 2 Introduction to Unix and System Calls
Lecture 3 File Manipuation Overview & open()/close() System Calls
Lecture 4 File Remove System Call
Lecture 5 File Reading System Call
Lecture 6 File Writing System Call
Lecture 7 File Writing Part 2: lseek() Repositioning
Section 3: Processes
Lecture 8 Introduction to Processes
Lecture 9 Process Control using System Calls
Section 4: Threads
Lecture 10 Threading using Pthreads
Section 5: Synchronization
Lecture 11 Synchronization using Semaphores
Beginners who are interested in systems programming.,This course is not intended for experienced software engineers.,Those who need to refresh on C concepts such as: file manipulation, processes, threads, and synronization.


Download link

rapidgator.net:
Код:
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Старый 08.10.2022, 10:45   #69936
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По умолчанию Intro to High-Quality VFX with Houdini





Intro to High-Quality VFX with Houdini
MP4 | Video: h264, yuv420p, 1920x1080 | Audio: aac, 44100 Hz | Duration: 22h 27m | 8.54 GB
Genre: eLearning | Audio: Korean Subtitles: English

Hello, I'm Houdini artist Intae Jang.

I originally worked as a FX artist at GIANTSTEP
and now I'm doing freelance work
as a Houdini artist at TEAM. 8IGHT.
I've done work for NCSoft, Samsung, KRAFTON,
SM, and more, creating numerous
corporate commercials, music videos, and cinematic FXs
Many people see Houdini as a complicated
and time-consuming tool to learn,
that doesn't have to be the case.
By following each chapter of this curriculum,
you will be able to use VFXs to make
smoke, fire, and particle FX all on your own


Download link

rapidgator.net:
Код:
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Старый 08.10.2022, 10:46   #69937
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По умолчанию It Service Operations And Service Desk Management





It Service Operations And Service Desk Management
Last updated 12/2018
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1004.76 MB | Duration: 2h 44m

Improve Service Desk and IT support processes and service functions. Better preparation for the professional exam.

What you'll learn
Develop procedures for Incident resolving
Develop models for specific types of Incidents and Service Requests
Define the Service Request fulfillment procedures
Implement Problem Analysis tools
Establish Problem solving procedures
Manage Event management process
Develop an appropriate Service Desk structure
Define requirements for Service Desk Information system
Requirements
Basic ITIL/ITSM
Junior experience at a Help desk/Service desk or other IT junior positions
Basic knowledge in IT management
Description
The course material is based on the ITSM best practices, MOF(r), and also my on 15 years experience as an ITSM consultant.In this course You learn a lot of tips & tricks to make Service Desk performance better. You learn Incident and Request classification, specific features of performing major Incident resolving. You learn and practice on creating Incident and Request models for certain types of user calls.While Monitoring/Event management studies You learn the best practices of building-in monitoring tools in an IT service, types of events, and management of them.Problem management is mostly an expert area. At the course students learn and practice best practices of expert analysis such as mind maps, Kepner Tregoe analysis, Five Whys, and others.Students will carefully examine different types of Service desk, and best practices of their implementation based on a company and its IT department characteristics. You learn how define 5x8, 24x7 and other work regimes, and develop a Service desk structure.You learn and try the MoSCoW prioritizing matrix to define requirements for a Service desk and supporting software systems.During the course You practice in assignments, which are supported by the ITIL Expert trainer.And after you learn all the previous items you become better prepared for professional ITSM intermediate level certifications.
Overview
Section 1: Introduction
Lecture 1 SLA as a law and a driver for Service operations
Section 2: Service Operation processes
Lecture 2 Incident Management
Lecture 3 Problem management
Lecture 4 Event management - Service monitoring and control
Lecture 5 Serving user requests (RFS)
Section 3: Service Functions
Lecture 6 Service Desk
Lecture 7 Service functions
Lecture 8 Requirements for software for Service Desk
Service Desk/Help desk specialists,Service/Help desk managers,IT managers,Business unit managers which closely collaborate with IT department


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Старый 08.10.2022, 10:48   #69938
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По умолчанию Learn About Transmission Used In Telecom





Learn About Transmission Used In Telecom
Last updated 6/2017
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 346.77 MB | Duration: 0h 56m

Get to know more about transmission medium and technologies used in telecom networks

What you'll learn
Transmission Network Overview
Transmission Medium
Multiplexing
Transport Technologies
PDH, SDH, DWDM
Microwave Communication
IP Transport Network Solution
Transport Network Application in Service Provider's Network
Requirements
Basic understanding telecom terminologies
Description
Transmission refers to the network entity that transports bulk traffic between network nodes. This transport is over a carrier, on which everything is packed and stacked.
Participants will learn about transport network which can be divided into various layers, such as Access network, Metro Access, Metro aggregation, Core, and Backbone. Briefly,
Access network provides the last mile communication from Customer Premises Equipment to the network.
Metro access network is the one which connects access nodes to aggregation nodes.
Core network consists of core layer switches. This layer is mainly used to provide interconnectivity among different users.
A*backbone*is a part of network that interconnects various pieces of network, providing a path for the exchange of information between different*LANs*or*subnetworks.
Transmission medium is the mean through which signal is transferred from one place to another. There are two types of media used in transmission medium. These are guided media and unguided media. Guided media are the physical links through which signals are confined to narrow path. Unguided media is the wireless media.
There are two type of transport mode which are mostly used. These are Microwave and Optical fiber.
Multiplexing is used to send multiple signals over a common high capacity transmission media, such as copper or fiber.
Major transport technologies that are used in transmission network are
Plesiochronous Digital Hierarchy or (PDH)
Synchronous Digital Hierarchy or (SDH)
Dense Wavelength Division Multiplexing or (D-WDM)
Coarse Wavelength Division Multiplexing or (C-WDM)
These will form good part of the learning content of the overall course.
Overview
Section 1: Introduction to Transmission
Lecture 1 Transport Network and Transmission Medium
Section 2: Transport Technologies and Protocols
Lecture 2 PDH and SDH
Section 3: SDH (Cont.)
Lecture 3 SDH: Multiplexing, Network Elements and Network Topologies
Section 4: DWDM, Microwave and IP Oriented Transport Technologies
Lecture 4 DWDM, Microwave and IP Oriented Transport Technologies
Section 5: Transport Network Application and Course Summary
Lecture 5 Transport Network Application and Course Summary
Section 6: Assessment Quiz
Anyone interested to more about transmission used in telecom networks


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Старый 08.10.2022, 10:50   #69939
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По умолчанию Learning Windows Subsystem for Linux (2020)





Learning Windows Subsystem for Linux (2020)
Linkedin Learning
Duration: 53m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 138 MB
Genre: eLearning | Language: English

Windows Subsystem for Linux (WSL) is an optional feature of Windows 10 that provides a Linux environment for developers inside of Windows. Rather than managing your own virtual machine or relying on a remote Linux machine for development, WSL provides a Linux kernel and enables users to install various distros within their Windows environment. In this course, get up to speed with the basics of WSL and explore common tasks and procedures for developing with Linux. Instructor Scott Simpson steps through how to work in the Linux environment, explaining how to use the shell, manage services within WSL, and define automated tasks that run at predefined times. Scott also covers ways to integrate WSL into your workflow, including how to install the Remote-WSL extension to use Visual Studio Code in WSL.


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Старый 08.10.2022, 10:52   #69940
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По умолчанию Learn to use Data in a Google Sheet to output as JSON with AJAX





Learn to use Data in a Google Sheet to output as JSON with AJAX
MP4 | Video: AVC 1920 x 1080 | Audio: AAC 44 Khz 2ch | Duration: 01:19:13 | 295.47 MB
Genre: eLearning | Language: English

Improve and speed up the functionality of your web site by connecting your web pages directly to your data, using Google Sheets as a serverless way to access your data without a database. User requests and queries will go to the data stored in your Google Sheets and get results returned in real time-without waiting for the page to reload.
Learn how to create a Google Sheets spreadsheet, connect to Google Sheets with JavaScript Fetch, and return queries in JSON. See how to use the data directly on your web pages and within your web applications. Get practical experience building a sample dynamic web app. The example app creates a URL generator for your website that uses a simple input field to specify the appropriate Google Sheet, and then returns the results from interactive web input fields specific to each request.
Learn by doing: build a fun, interactive project from scratch. Learn by repeating: Practice connecting to JSON data with JavaScript. Learn by exploring: Investigate options for using Google Services for web content.


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Старый 08.10.2022, 10:53   #69941
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По умолчанию Learn To Write Your Own Asterisk Voip Dialplans And Queues





Learn To Write Your Own Asterisk Voip Dialplans And Queues
Last updated 9/2015
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.72 GB | Duration: 4h 4m

Learn how to read and write your own Asterisk dialplan configurations for auto attendant menus and call center queues

What you'll learn
Write your own configuration files for Asterisk from scratch.
Customize configuration files for systems like AsteriskNow or FreePBX.
Fully understand how Asterisk extensions.conf works so you can read and edit it.
Setup your own call center using Asterisk queues.conf to route calls in an ACD (automated call distribution) format to available agents.
Configure custom caller ID names to help identify where phone calls are coming from for better handling of phone calls.
Requirements
You should have taken the course Asterisk Made Easy or know how to install an Asterisk or AstLinux system.
Description
Do you want to learn how to read and write your own Asterisk dialplans?Have you been trying to build your own Asterisk auto attendant but don't know where to start?Do you want to create your own custom recordings for auto attendant greetings?Do you want to setup a call center queue with dynamic agents?Are you looking to configure ACD (automatic call distribution) for your inbound phone calls?Learn how to tackle all of these configuration items and more by taking this advanced Asterisk course. During the course you will learn details about how create your own auto attendant and adding different digit options to route calls within your Asterisk phone system.Go from an Asterisk beginner to an expert and write all your own unique dialplan code. I will show you how to write dialplans and make test phones calls showing you the result of the changes made.If you want to learn by doing then you need to take this course to learn how to use the different Asterisk applications to create a truly unique dial plan for you or your clients.To take the course you should have a working Asterisk or AstLinux system so you can go in and write your own dialplan to follow along with the lessons.
Overview
Section 1: Getting Started: How to Write Asterisk Dialplans
Lecture 1 Introduction and how to get the most from this course
Lecture 2 Do you have a working Asterisk server then make copies of configuration files
Lecture 3 Install the extra sound files by downloading them manually
Lecture 4 Configure SIP endpoint and use the test extension
Lecture 5 Create a custom greeting or recording for a menu
Section 2: How to create an auto attendant or virtual receptionist to answer inbound calls
Lecture 6 How to point your phone numbers to an auto attendant menu
Lecture 7 Create your auto attendant menu settings and understand the goto command
Lecture 8 Configure digit options to go to a ring group or group of phones on the PBX
Lecture 9 Set a custom caller ID name and help callers entering invalid options
Lecture 10 Provide callers with a directory option in the menu to enter 3 digits as letters
Lecture 11 Add direct extension dialing from the auto attendant for any extension number
Lecture 12 Learn how to create a sub menu within a main menu auto attendant
Lecture 13 Create an after hours menu or call handling context
Lecture 14 Configure time of day routing so you can dynamically route calls based on time
Lecture 15 Create an internal extension to test dialing the externally facing phone numbers
Lecture 16 Auto attendant visual review lecture
Section 3: Writing Asterisk dialplan configurations using different syntax formats
Lecture 17 Learn about different ways to write the same thing
Lecture 18 See how you can write the same thing two different ways
Section 4: Submit a review of this course on the Udemy marketplace
Lecture 19 Please take the time to submit a review of the course
Section 5: How to setup a call center for automatic call distribution with agents
Lecture 20 How to get started with call centers, queues and agents
Lecture 21 Create a call center queue using the queues.conf file
Lecture 22 See the queue in action and understand what the options are for the queue
Lecture 23 Install and configure your smartphone to be a SIP endpoint and agent
Lecture 24 Setup dynamic login/logout for your queues
Lecture 25 Make sure you configure sip.conf to ensure busy agents do not get another call
Lecture 26 How do supervisors barge, whisper and monitor agents on active phone calls
Section 6: How to setup a conference bridge using Asterisk
Lecture 27 How to configure and use conference bridges in Asterisk
Section 7: Advanced Time of Day Call Routing for Holidays and Weird Schedules
Lecture 28 Learn how to schedule call routing for holidays well in advance of the date
Section 8: Enable Night Mode on Your Asterisk PBX
Lecture 29 Configure your Asterisk PBX to have a Night Mode on and off switch
Section 9: Go out and push the limits of Asterisk
Lecture 30 Looks like your well on your way to building your own custom dialplans
Students should have an installed Asterisk or AstLinux system installed.,If you do not have any experience with Asterisk I recommend starting with my Udemy beginners course called "Asterisk Made Easy."


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Старый 08.10.2022, 10:55   #69942
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По умолчанию Linkedin - Docker for Windows





Linkedin - Docker for Windows
Linkedin Learning
Duration: 1h 35m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 227 MB
Genre: eLearning | Language: English

Containerization is a game-changing technology for DevOps professionals. Containers virtualize software, making it more agile and efficient. Docker makes it easy to get those containers up and running on multiple platforms, including Windows and Windows Server. This course explores the numerous benefits of using Docker containers for Windows app development and deployment. Learn how to install Docker for Windows, as well as management tools like Kitematic and Kubernetes, and start running your first containers. Instructor David Davis shows how to deploy Microsoft IIS, SQL, and even Windows inside containers, and configure container storage and networking. Plus, explore enterprise uses for Docker on Windows Server.


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Старый 08.10.2022, 10:57   #69943
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По умолчанию Machine Learning and Deep Learning for Interviews & Research





Machine Learning and Deep Learning for Interviews & Research
Last Update: 6/2022
Duration: 4h 39m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 1.7 GB
Genre: eLearning | Language: English

Machine Learning, Linear Regression, PCA, Neural Networks, Hyperparameters, Deep Learning, Keras, Clustering, Case Study
What you'll learn:
Fundamentals of machine learning and deep learning with respect to big data applications.
Machine learning and deep learning concepts required to give data science interviews.
Suite of tools for exploratory data analysis and machine learning modeling.
Coding-based case studies
Requirements
Basic knowledge of programming is required.
No prior data science experience required. You will learn everything you need to know in the course.
Description
Interested in Machine Learning, and Deep Learning and preparing for your interviews or research? Then, this course is for you!
The course is designed to provide the fundamentals of machine learning and deep learning. It is targeted toward newbies, scholars, students preparing for interviews, or anyone seeking to hone the data science skills necessary. In this course, we will cover the basics of machine learning, and deep learning and cover a few case studies.
This short course provides a broad introduction to machine learning, and deep learning. We will present a suite of tools for exploratory data analysis and machine learning modeling. We will get started with python and machine learning and provide case studies using keras and sklearn.
### MACHINE LEARNING ###
1.) Advanced Statistics and Machine Learning
Covariance
Eigen Value Decomposition
Principal Component Analysis
Central Limit Theorem
Gaussian Distribution
Types of Machine Learning
Parametric Models
Non-parametric Models
2.) Training Machine Learning Models
Supervised Machine Learning
Regression
Classification
Linear Regression
Gradient Descent
Normal Equations
Locally Weighted Linear Regression
Ridge Regression
Lasso Regression
Other classifier models in sklearn
Logistic Regression
Mapping non-linear functions using linear techniques
Overfitting and Regularization
Support Vector Machines
Decision Trees
3.) Artificial Neural Networks
Forward Propagation
Backward Propagation
Activation functions
Hyperparameters
Overfitting
Dropout
4.) Training Deep Neural Networks
Deep Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks (GRU and LSTM)
5.) Unsupervised Learning
Clustering (k-Means)
6.) Implementation and Case Studies
Getting started with Python and Machine Learning
Case Study - Keras Digit Classifier
Case Study - Load Forecasting
So what are you waiting for? Learn Machine Learning, and Deep Learning in a way that will enhance your knowledge and improve your career!
Thanks for joining the course. I am looking forward to seeing you. let's get started!
Who this course is for
Machine learning enthusiasts, scholars or anyone seeking to hone the data science skills necessary
Beginner and intermediate developers interested in data science.


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Старый 08.10.2022, 10:59   #69944
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По умолчанию Macos Catalina Basics





Macos Catalina Basics
Last updated 10/2019
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.85 GB | Duration: 4h 30m

Learn How to Use Your Mac

What you'll learn
The basics of using macOS Catalina
Requirements
You should be using a Mac computer running macOS Catalina
Description
Learn the ins and outs of using*macOS Catalina, the latest operating system for your Mac. This course includes more than 40 video tutorials and more than 4*hours of video instruction. It begins by showing you the basics of the desktop and then goes into detail about using the Finder, Safari and Mail. This course includes lots of tips, tricks and techniques.Each tutorial clearly presents a topic and shows you how to use macOS Catalina. You can watch while trying out techniques for yourself. Presented by the host of the MacMost video podcast, the creator of hundreds of online video tutorials and the author of books on the Mac and iPad.macOS Catalina Basics is brought to you by MacMost. The*MacMost*website*contains hundreds of free video tutorials, but the ones in this course are unique to the course and give a deeper look at Catalina.
Overview
Section 1: Getting Started
Lecture 1 Introduction
Lecture 2 What's New in macOS Catalina
Lecture 3 Switching From Windows
Section 2: Mac Basics
Lecture 4 A Tour of Your Mac
Lecture 5 The Menu Bar
Lecture 6 Launching, Quitting and Switching Apps
Lecture 7 Working With Windows
Lecture 8 Mission Control
Section 3: Files and Folders
Lecture 9 Finder Window Views
Lecture 10 Working With Files and Folders
Lecture 11 File and Folder Organization
Lecture 12 The Desktop
Lecture 13 iCloud Drive Basics
Lecture 14 Searching For Files
Lecture 15 Smart Folders and Tags
Section 4: Apps and Documents
Lecture 16 Customizing the Dock
Lecture 17 Creating, Saving and Opening Documents
Lecture 18 Installing Apps and the App Store
Lecture 19 Uninstalling Apps
Lecture 20 Media Apps Replacing iTunes
Section 5: Browsing the Web With Safari
Lecture 21 Safari Basics
Lecture 22 Bookmarks and History
Lecture 23 Safari Reader and Reading List
Lecture 24 Safari Password Management
Section 6: Sending and Receiving Email and Messages
Lecture 25 Setting Up Mail
Lecture 26 Reading and Organizing Mail
Lecture 27 Composing Mail
Lecture 28 Using Messages
Section 7: Organization and Productivity Apps
Lecture 29 Contacts
Lecture 30 Calendar
Lecture 31 Reminders
Lecture 32 Notes
Lecture 33 Siri
Section 8: Customizing Your Mac
Lecture 34 System Preferences Tour
Lecture 35 Desktop Backgrounds, Screensaver and Dark Mode
Lecture 36 Notification Center
Lecture 37 System and Software Information
Lecture 38 User Accounts and the Guest User
Section 9: Mastering Mac Techniques
Lecture 39 File Sharing
Lecture 40 Optimizing Storage
Lecture 41 Backing Up With Time Machine
Lecture 42 Spotlight
Lecture 43 Typing Special Characters
Lecture 44 Customizing Toolbars
Lecture 45 Getting Help
Those new to macOS,Those looking to refresh their macOS skills,Beginner Mac users who have just upgraded to Catalina


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mitsumi1 вне форума   Ответить с цитированием
Старый 08.10.2022, 11:01   #69945
mitsumi1
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По умолчанию Microsoft Azure Fundamentals (AZ-900) Certification Course





Microsoft Azure Fundamentals (AZ-900) Certification Course
Duration: 4h 37m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 736 MB
Genre: eLearning | Language: English

Gain knowledge of Azure cloud concepts and services
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And you'll be able to
Explore Azure services in greater depth
Get ready for Exam AZ-900: Microsoft Azure Fundamentals
Comfortably work with the Azure portal
This recording of a live event is for you because.
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mitsumi1 вне форума   Ответить с цитированием
Ответ

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