All mitsumi'1s Applications !! (updated daily)

[mitsumi1]

Coursera - Clinical Problem Solving (University of California San Francisco)
WEBRip | English | MP4 + PDF Guides | 960 x 540 | AVC ~213 kbps | 29.970 fps
AAC | 112 Kbps | 44.1 KHz | 2 channels | ~7 hours | 1.12 GB
Genre: eLearning Video / Medicine

Welcome to Clinical Problem Solving, offered by the University of California, San Francisco, on Coursera. This course will examine the ways physicians think about clinical problem solving and will help participants develop competence in the building blocks of clinical problem solving. The professor will use cases to illustrate different reasoning strategies and will discuss how both correct and incorrect diagnoses result from these strategies. Participants will use sample clinical cases to practice what they have learned through the lectures.[/code]Although all students are welcome to watch lectures, attempt assignments, and participate in discussions, it is strongly recommended that students have an academic or professional background in medical terminology and physical diagnosis. The weekly assignments will ask students to apply the concepts and principles taught in this course to various diseases, syndromes, and diagnoses; however, detailed information about medical terminology and disease states will not be taught in the course. Please read the "Recommended Readings" section below for information on outside resources that will be useful for completing assignments for all students. All students, regardless of their background, are encouraged to use a medical textbook to help accurately complete course assignments.

Course Objectives

At the conclusion of this course, students will have the ability to:

Understand how doctors and other medical professionals use patient's complaints to accurately determine diagnoses
Accurately process patient symptoms to prioritize possible diagnoses
Successfully use Illness Scripts as a method for organizing patient symptoms
Recognize patterns and apply these pattern-recognition skills to refine decision making and prioritize among different diagnostic possibilities
Correctly interpret diagnostic tests and use diagnostic tests to refine your prioritized diagnosis
Understand biases and errors that may lead to poor decision making and practice a strategy for uncovering biased decisions

General
Complete name :Clinical Problem Solving 5.1 Part 2 Answering Questions (800).mp4
Format : MPEG-4
Format profile : Base Media
Codec ID : isom
File size : 19.1 MiB
Duration : 8mn 0s
Overall bit rate mode : Variable
Overall bit rate : 333 Kbps
Writing application : Lavf53.29.100

Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : High@L3.1
Format settings, CABAC : Yes
Format settings, ReFrames : 4 frames
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 8mn 0s
Bit rate : 213 Kbps
Width : 960 pixels
Height : 540 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 29.970 fps
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.014
Stream size : 12.2 MiB (64%)
Writing library : x264 core 120 r2120 0c7dab9
Encoding settings : cabac=1 / ref=3 / deblock=1:0:0 / analyse=0x3:0x113 / me=hex / subme=7 / psy=1 / psy_rd=1.00:0.00 / mixed_ref=1 / me_range=16 / chroma_me=1 / trellis=1 / 8x8dct=1 / cqm=0 / deadzone=21,11 / fast_pskip=1 / chroma_qp_offset=-2 / threads=12 / sliced_threads=0 / nr=0 / decimate=1 / interlaced=0 / bluray_compat=0 / constrained_intra=0 / bframes=3 / b_pyramid=2 / b_adapt=1 / b_bias=0 / direct=1 / weightb=1 / open_gop=0 / weightp=2 / keyint=250 / keyint_min=25 / scenecut=40 / intra_refresh=0 / rc_lookahead=40 / rc=crf / mbtree=1 / crf=28.0 / qcomp=0.60 / qpmin=0 / qpmax=69 / qpstep=4 / ip_ratio=1.40 / aq=1:1.00

Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : 40
Duration : 8mn 0s
Bit rate mode : Variable
Bit rate : 112 Kbps
Maximum bit rate : 128 Kbps
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 KHz
Compression mode : Lossy
Delay relative to video : -2s 2ms
Stream size : 6.41 MiB (34%)

Screenshots

Download link:

rapidgator_net:
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Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Coursera - Designing and Executing Information Security Strategies (University of Washington)
WEBRip | English | MP4 | 960 x 540 | AVC ~59.1 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | 10:05:53 | 960 MB
Genre: eLearning Video / Information Technology, Computer Science, Security

This course provides you with opportunities to integrate and apply your information security knowledge. Following the case-study approach, you will be introduced to current, real-world cases developed and presented by the practitioner community. You will design and execute information assurance strategies to solve these cases.

Many of you will be aware of the Massive Open Online Course (MOOC) platform Coursera and the great content they offer. Among many other interesting online courses they occasionally run courses relevant to Information Security and while not all of them are worthwhile i'd like to highlight one in particular.

The 'Designing and Executing Information Security Strategies' course led by Mike Simon (University of Washington) provides a great no nonsense, non technical glimpse into the real world of Information Security practitioners. It does not get hung up on theoretical issues but focuses on real challenges and scenarios from Mike's experience in the field. Obviously it is not 'Zero to Hero' Information Security professional course but it is a good introduction particularly to those who are not overly familiar with Information Security and like to know what all the fuss is about.

Financial Services ASP, provides credit clearance software services for 20 large banks worldwide
We provide the platform and the software, their (the banks) people operate the system
Our DBAs have access to the banks databases for support reasons
Network security, database security, application security are all ours
All of our customers audit us, using whatever standard they see fit ISO 27002, BS 7799, SS 627799, etc


What's important to our customers

Information in the database includes
Names
Date of birth
Financial details (income, savings, net worth)
Credit Card info
SSN
They want to know that every person with access to the data meets certain criteria
Background checked
Qualified for the work
Authorized specifically for access to their data


Important, Part 2

They want to know that there is distinct separation of duties for adding authenticated access to the database
They want to know exactly how network (not authenticated) access to web servers, application servers and database servers is protected
They want to know who has access to what, and they want to audit these accesses.

General
Complete name : Designing and Executing Information Security Strategies 9.2 Part 3 - Sources of Threats Part 2 of 3 (958).mp4
Format : MPEG-4
Format profile : Base Media
Codec ID : isom
File size : 13.9 MiB
Duration : 9mn 58s
Overall bit rate : 194 Kbps
Encoded date : UTC 1970-01-01 00:00:00
Tagged date : UTC 1970-01-01 00:00:00
Writing application : Lavf53.29.100

Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : High@L3.1
Format settings, CABAC : Yes
Format settings, ReFrames : 4 frames
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 9mn 58s
Bit rate : 59.1 Kbps
Width : 960 pixels
Height : 540 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 29.970 fps
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.004
Stream size : 4.22 MiB (30%)
Writing library : x264 core 120 r2120 0c7dab9
Encoding settings : cabac=1 / ref=3 / deblock=1:0:0 / analyse=0x3:0x113 / me=hex / subme=7 / psy=1 / psy_rd=1.00:0.00 / mixed_ref=1 / me_range=16 / chroma_me=1 / trellis=1 / 8x8dct=1 / cqm=0 / deadzone=21,11 / fast_pskip=1 / chroma_qp_offset=-2 / threads=12 / sliced_threads=0 / nr=0 / decimate=1 / interlaced=0 / bluray_compat=0 / constrained_intra=0 / bframes=3 / b_pyramid=2 / b_adapt=1 / b_bias=0 / direct=1 / weightb=1 / open_gop=0 / weightp=2 / keyint=250 / keyint_min=25 / scenecut=40 / intra_refresh=0 / rc_lookahead=40 / rc=crf / mbtree=1 / crf=28.0 / qcomp=0.60 / qpmin=0 / qpmax=69 / qpstep=4 / ip_ratio=1.40 / aq=1:1.00
Encoded date : UTC 1970-01-01 00:00:00
Tagged date : UTC 1970-01-01 00:00:00

Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : 40
Duration : 9mn 58s
Bit rate mode : Constant
Bit rate : 128 Kbps
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 KHz
Compression mode : Lossy
Stream size : 9.12 MiB (66%)
Encoded date : UTC 1970-01-01 00:00:00
Tagged date : UTC 1970-01-01 00:00:00

Screenshots

Download link:

rapidgator_net:
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nitroflare_com:
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Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Coursera - Learn to Program: Crafting Quality Code (University of Toronto)
WEBRip | English | MP4 | 960 x 540 | VP8 ~94.5 kbps | 15 fps
VORBIS | 128 Kbps | 44.1 KHz | 2 channels | ~10 hours | 344 MB
Genre: eLearning Video / Computer Science, Software Testing, Unit Testing

Not all programs are created equal. In this course, we'll focus on writing quality code that runs correctly and efficiently. We'll design, code and validate our programs and learn how to compare programs that are addressing the same task.

Established in 1827, the University of Toronto is one of the world's leading universities,
renowned for its excellence in teaching, research, innovation and entrepreneurship, as well as
its impact on economic prosperity and social well-being around the globe.

General
Unique ID : 67308376437278589664710368654091831849 (0x32A31F2C3E89E0DA7C617A0D36374A29)
Complete name : Learn to Program Crafting Quality Code 2.1 Linear Search (641).mp4
Format : WebM
Format version : Version 2
File size : 11.5 MiB
Duration : 6 min 40 s
Overall bit rate mode : Variable
Overall bit rate : 241 kb/s
Writing application : Lavf55.10.100
Writing library : Lavf55.10.100
FileExtension_Invalid : webm

Video
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Codec ID : V_VP8
Duration : 6 min 41 s
Bit rate : 94.5 kb/s
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Height : 540 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 15.000 FPS
Compression mode : Lossy
Bits/(Pixel*Frame) : 0.012
Stream size : 4.52 MiB (39%)
Default : Yes
Forced : No

Audio
ID : 2
Format : Vorbis
Format settings, Floor : 1
Codec ID : A_VORBIS
Duration : 6 min 40 s
Bit rate mode : Variable
Bit rate : 128 kb/s
Maximum bit rate : 700 kb/s
Channel(s) : 2 channels
Sampling rate : 44.1 kHz
Compression mode : Lossy
Delay relative to video : -3 ms
Stream size : 6.12 MiB (53%)
Writing application : Lavc55.17.100
Writing library : libVorbis (Schaufenugget) (20101101 (Schaufenugget))
Default : Yes
Forced : No

Screenshots

Download link:

rapidgator_net:
https://rapidgator.net/file/28d250a4653d6949a4154ac5f7f76caf/uwji1.Coursera..Learn.to.Program.Crafting.Quality.Code.University.of.Toronto.part1.rar.html
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uploadgig_com:
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Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Coursera: Learn to Program: The Fundamentals (University of Toronto)
WEBRip | English | MP4 + work files | 960 x 540 | VP8 ~549 kbps | 25 fps
VORBIS | 128 Kbps | 48.0 KHz | 2 channels | ~10 hours | 1.52 GB
Genre: eLearning Video / Computer Science, Development, Programming

A computer program is a set of instructions for a computer to follow, just as a recipe is a set of instructions for a chef. Laptops, kitchen appliances, MP3 players, and many other electronic devices all run computer programs. Programs have been written to manipulate sound and video, write poetry, run banking systems, predict the weather, and analyze athletic performance. This course is intended for people who have never seen a computer program.

It will give you a better understanding of how computer applications work and teach you how to write your own applications. More importantly, you'll start to learn computational thinking, which is a fundamental approach to solving real-world problems. Computer programming languages share common fundamental concepts, and this course will introduce you to those concepts using the Python programming language. By the end of this course, you will be able to write your own programs to process data from the web and create interactive text-based games.

Content:

week1

Learn to Program The Fundamentals 0.0 Welcome to LTP (035).mp4
Learn to Program The Fundamentals 0.1 Getting Started Installing Python (246).mp4
Learn to Program The Fundamentals 0.2 Python as a Calculator (1033).mp4
Learn to Program The Fundamentals 0.3 Python and Computer Memory (242).mp4
Learn to Program The Fundamentals 0.4 Variables (739).mp4
Learn to Program The Fundamentals 0.5 Built-in Functions (500).mp4
Learn to Program The Fundamentals 0.6 Defining Functions (641).mp4

week2

Learn to Program The Fundamentals 1.0 Visualizing Assignment Statements (249).mp4
Learn to Program The Fundamentals 1.1 Type str (456).mp4
Learn to Program The Fundamentals 1.2 InputOutput and str Formatting (1014).mp4
Learn to Program The Fundamentals 1.3 Docstrings and Function help (118).mp4
Learn to Program The Fundamentals 1.4 Function Design Recipe (552).mp4
Learn to Program The Fundamentals 1.5 Function Reuse (640).mp4
Learn to Program The Fundamentals 1.6 Visualizing Function Calls (534).mp4

week3

Learn to Program The Fundamentals 2.0 Functions Variables and the Call Stack (430).mp4
Learn to Program The Fundamentals 2.1 Type bool (857).mp4
Learn to Program The Fundamentals 2.2 Converting between int str and float (316).mp4
Learn to Program The Fundamentals 2.3 Import Using Non-Built-in Functions (529).mp4
Learn to Program The Fundamentals 2.4 If statements (910).mp4
Learn to Program The Fundamentals 2.5 No if required (417).mp4
Learn to Program The Fundamentals 2.6 Structuring if statements (607).mp4

week4

Learn to Program The Fundamentals 3.0 More str operators (216).mp4
Learn to Program The Fundamentals 3.1 str indexing and slicing (453).mp4
Learn to Program The Fundamentals 3.2 str Methods Functions Inside of Objects (341).mp4
Learn to Program The Fundamentals 3.3 for loop over str (1135).mp4
Learn to Program The Fundamentals 3.4 IDLE's Debugger (400).mp4

week5

Learn to Program The Fundamentals 4.0 while loops (1221).mp4
Learn to Program The Fundamentals 4.1 Comments (455).mp4
Learn to Program The Fundamentals 4.2 Type list (423).mp4
Learn to Program The Fundamentals 4.3 list methods (807).mp4
Learn to Program The Fundamentals 4.4 Mutability and Aliasing (1003).mp4
Learn to Program The Fundamentals 4.5 range (334).mp4

week6

Learn to Program The Fundamentals 5.0 for loop over indices (1424).mp4
Learn to Program The Fundamentals 5.1 Parallel Lists and Strings (603).mp4
Learn to Program The Fundamentals 5.2 Nested Lists (403).mp4
Learn to Program The Fundamentals 5.3 Nested Loops (1356).mp4
Learn to Program The Fundamentals 5.4 Reading Files (443).mp4
Learn to Program The Fundamentals 5.5 Writing Files (517).mp4
Learn to Program The Fundamentals 5.6 Developing a Program (3401).mp4

week7

Learn to Program The Fundamentals 6.0 Tuples (207).mp4
Learn to Program The Fundamentals 6.1 Type dict (953).mp4
Learn to Program The Fundamentals 6.2 Inverting a Dictionary (428).mp4
Learn to Program The Fundamentals 6.3 Populating a Dictionary (718).mp4

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Screenshots

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[mitsumi1]

Create a Game Character: Blender, Substance Painter, and Unity
.MP4, AVC, 1920x1080, 30 fps | English, AAC, 2 Ch | 12h 37m | 3.45 GB
Instructor: Darrin Lile

Learn to use Blender, Substance Painter, Krita, and Unity to create your own game characters.

Learn

Model and UV map a 3D character in Blender, suitable for game engines
Texture a 3D character in Substance Painter
Rig a character in Blender that will work with the Humanoid Rig system in Unity
Use the free character animations provided with Unity on your own custom character

About

In this course, you will learn how to create a game character using Blender, Substance Painter, Krita, and Unity.

-Model and UV map a 3D character in Blender suitable for game engines
-Import Blender objects into Substance Painter
-Use Substance Painter to texture a 3D objects created in Blender
-Rig a character in Blender that will work with the Humanoid Rig system in Unity
-Use the free animations provided with Unity for your own custom character

We will begin by creating a low-poly version of our character in Blender suitable for game engines. From this Blender model we will create a high-resolution version to be used for baking our texture maps. We will UV map the character in Blender, and then import the models into Substance Painter where we will create PBR textures for the character's skin and costume. We will also cover how to best organize and prepare the character in Blender so that we can texture efficiently in Substance Painter. Once that is done, we will work on creating polygon hair in Blender and use Krita to hand-paint hair strands for the character. We'll then go back to Blender to rig our character, based on what Unity needs to set-up its Humanoid Rig system. If we can fulfill the requirements of the Humanoid Rig, then it opens up the possibility for using hundreds of animations available for free and for purchase on the Unity Asset store. In the end, we will bring our character and textures into Unity and set it up so that we can use the animations that come free with Unity's standard assets. Creating a game character in Blender can be a daunting task, but this course will provide an organized and well-structured discussion of each topic, explaining not only the how, but the why, of every step of the process. All the code and supporting files for this course are available at - github.com/PacktPublishing/Create-a-Game-Character-Blender-Substance-Painter-Unity

Features

Darrin is extremely clear and concise with his instructions and very straightforward
Be able to navigate in Blender and have a basic understanding of the modeling tools.

https://www.packtpub.com/game-development/create-a-game-character-blender-substance-painter-and-unity-video

Download link:

rapidgator_net:
https://rapidgator.net/file/f5a370b7ff46ccd3654ec6fcfd67d485/zrjla.Create.a.Game.Character.Blender.Substance.Painter.and.Unity.part1.rar.html
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Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Create Game Characters with Blender
.MP4, AVC, 1280x720, 15 fps | English, AAC, 2 Ch | 13h 31m | 3.1 GB
Instructor: Darrin Lile

Use Blender to 3D model, texture, rig, and animate your own game character

Learn

Model and sculpt a game character in Blender
Use Blender's retopology tools
Create UV maps and bake texture maps
Use Blender's texturing painting tools
Rig a character with Blender's Rigify add-on
Animate game cycles for a game character
Import a Blender character into Unity
Set-up a character controller in Unity to move your character around

About

Learn how to create your own game characters in Blender 3D! Learn how to model, texture, rig, and animate a character in Blender 3D. Discover how to bring the character into Unity and set-up a character controller to move the character around.

Blender provides an excellent low-cost way to learn the fundamentals of 3D modeling, texturing, and rendering. We will then use the Blender retopology tools, the Grease Pencil and the BSurfaces tools, to create a low-resolution version of our high-resolution sculpt. And we will bake normal and ambient occlusion maps in Blender, from the hi-res sculpt to the low-poly mesh. We will then import these texture maps into Unity and test them on our character in-game. We will look at some of the unique issues regarding UV mapping a character in Blender. We will use the UV mapping tools in Blender to create an organized UV map that can be exported to external paint programs like Photoshop or GIMP for texturing. And we will look at the texture painting tools in Blender and how to use them to create texture maps for the character. Then we will use the Blender Rigify add-on to create a basic rig for our game character. You'll learn how to prep the character for rigging and generate the base rig. We will then generate the control objects of the rig and go over the various controls and how they can be used during animation. From there we will adjust the weights of the character in Blender using vertex groups, and parent the character's war hammer and shield to the rig. You'll then learn the basics of creating animation cycles for a game character in Blender. We'll use Blender's graph editor and dope sheet to animate the idle and run animations, as well as create a jump pose. Finally, we will take it all into Unity and write some code to get our character running and jumping through a test level. All the code and supporting files for this course are available at - github.com/PacktPublishing/Create-Game-Characters-with-Blender

Features

You should be able to easily navigate the Blender interface and have some experience with Blender's modeling tools.
A pen tablet is used for digital painting during the texturing section of the course. The instructor uses a Wacom Intuos tablet.

More Info

https://www.packtpub.com/game-development/create-game-characters-with-blender-video

Download link:

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[mitsumi1]

Creating Shell Scripts in Enterprise Linux
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 10M | 187 MB
Genre: eLearning | Language: English

Being able to create shell scripts is pure gold for Linux administrators. This course teaches you to automate the boring and laborious work so you can concentrate on what is important.

Sometimes the repetitive work of a Linux system administrator can take over your life. In this course, Creating Shell Scripts in Enterprise Linux, you will gain foundational knowledge of shell scripting in Linux to help you and your operators. First, you will learn to write effective scripts and use shortcuts in vim. Next, you will discover the power of conditional statements in BASH that bring logic into your scripts, testing user input. Finally, you will explore how to build menus for operators and restrict them to only those tasks assigned in the menu. When you're finished with this course, you will have the skills and knowledge of Linux Shell Scripting to create scripts to deploy on your systems.

Download link:

rapidgator_net:
https://rapidgator.net/file/fde67a0045adccf69a8b6e865d54eb3c/b3j0v.Creating.Shell.Scripts.in.Enterprise.Linux.part1.rar.html
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[mitsumi1]

Data and Process Resource Management: Architecture and Models Module
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 397 MB
Genre: eLearning | Language: English

Architectures and models are key components of every organization. An organization's success depends on the in-depth understanding provided by architectures and models. However, the traditional architectures and models in most organizations are disparate and compromise that in-depth understanding, which ultimately impacts business success.

One major problem is the distinction between architectures and models. Another is the versioning of architectures and models. A third is the variety of formats and notations used on models. Each of these problems leads to uncertainty and lost time resolving that uncertainty.

The resolution of these major problems is contemporary architectures and models that maximize business understanding with minimal effort. Contemporary architectures contain a complete trinity of detail, consisting of descriptive, structural, and integrity components. They are persistent, evolve over time, and have no format or notation for display.

Contemporary models represent a subset of detail contained in an architecture, and have a format and notation suitable to the creator or recipient. They are used to build and maintain comparate architectures with model-driven architecture techniques, and to portray architectures with architecture-driven model techniques. They are a transient snap-shot and are not updated.

Contemporary architectures are dynamic and do not have a version. The detail in the architecture has a chronology stamp that is used to prepare current or historical models. Contemporary models have a chronology stamp showing when the model was prepared, which is the version. They may have another chronology stamp showing the historical date of the architecture represented by the model.

Symmetry and perspective play a key role in contemporary architectures and models. Architectures have symmetry and models show a perspective of that symmetry. An organization must understand the symmetries and perspectives from the business environment, through the business niche, to and their organization to be successful.

The Data / Processes Resource Management series presents concepts, principles, and techniques, formal terms with denotative definitions, and the benefits of evolving to formal management of a combined data / processes resource. The series is beneficial for technical data and processes professionals, business professionals, and their respective managers.

Download link:

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[mitsumi1]

Data Statistics with Full Stack Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 14 Hours 16M | 2.85 GB
Genre: eLearning | Language: English

Want to become a good Data Scientist? Then this is a right course for you.

This course was designed by IT professionals with a Master's in Mathematics and Data Science. We cover complex theories, algorithms, and coding libraries in a very simple way so they can be easily grasped by any beginner.

We walk you step-by-step through the World of Data science. With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science from beginner to advanced level.

All the codes and supporting files for this course are available at:

https://github.com/PacktPublishing/Data-Statistics-with-Full-Stack-Python

Download link:

rapidgator_net:
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[mitsumi1]

Deploying PyTorch Models in Production: PyTorch Playbook
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 13M | 216 MB
Genre: eLearning | Language: English

This course covers the important aspects of performing distributed training of PyTorch models, using the multiprocessing, data-parallel and distributed data-parallel approaches. It also discusses which you can host PyTorch models for prediction.

PyTorch is fast emerging as a popular choice for building deep learning models owing to its flexibility, ease-of-use and built-in support for optimized hardware such as GPUs. Using PyTorch, you can build complex deep learning models, while still using Python-native support for debugging and visualization. In this course, Deploying PyTorch Models in Production: PyTorch Playbook you will gain the ability to leverage advanced functionality for serializing and deserializing PyTorch models, training and then deploying them for prediction. First, you will learn how the load_state_dict and the torch.save() and torch.load() methods complement and differ from each other, and the relative pros and cons of each. Next, you will discover how to leverage the state_dict which is a handy dictionary with information about parameters as well as hyperparameters. You will then see how the multiprocessing, data-parallel, and distributed data-parallel approaches to distributed training can be used in PyTorch. You will train a PyTorch model on a distributed cluster using high-level estimator APIs. Finally, you will explore how to deploy PyTorch models using a Flask application, a Clipper cluster, and a serverless environment. When you're finished with this course, you will have the skills and knowledge to perform distributed training and deployment of PyTorch models and utilize advanced mechanisms for model serialization and deserialization.

Download link:

rapidgator_net:
https://rapidgator.net/file/11b93dbe5f93150cbda2970114653973/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part1.rar.html
https://rapidgator.net/file/647cc4ed65b9489e82d9307c7bbca15d/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part2.rar.html
https://rapidgator.net/file/6b665f6b0f7346e290305df7d335b906/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part3.rar.html

nitroflare_com:
http://nitroflare.com/view/B95711B76F6648D/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part1.rar
http://nitroflare.com/view/A1C5332260E4E5B/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part2.rar
http://nitroflare.com/view/8F4882CEB667416/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part3.rar

uploadgig_com:
https://uploadgig.com/file/download/8803815cbd011579/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part1.rar
https://uploadgig.com/file/download/cBBd349d5c4Fbfde/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part2.rar
https://uploadgig.com/file/download/9E00479f833D1d6b/lle3k.Deploying.PyTorch.Models.in.Production.PyTorch.Playbook.part3.rar

Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Designing a Data Warehouse on the Microsoft SQL Server Platform
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 4 Hours 40M | 498 MB
Genre: eLearning | Language: English

Ever wonder how it's possible to create meaningful reports from data spread over multiple sources? This course explores how to create a data warehouse project that provides answers to the customers' critical questions regarding their business.

Data is driving everything and the need to gain insight from data continues to become more abundant. In this course, Designing a Data Warehouse on the Microsoft SQL Server Platform, you'll gain the ability to design and implement a data warehouse solution with the components provided by SQL Server. First, you'll discover some of the characteristics of a data warehouse project and how such a project can help your customers to have a better understanding of their business progression. Next, you'll explore the dimensional modeling design and will learn about each step in this system in more detail. Then, you'll delve into creating a data warehouse database and building an SSIS project to load the data warehouse with information essential for data analysis. Finally, you'll learn how to create meaningful reports on top of the solution previously created. When you're finished with this course, you'll have the skills and knowledge of designing a robust data warehouse on the SQL Server platform needed to create an effective solution that helps your customers by gaining insights from the data accumulated.

Download link:

rapidgator_net:
https://rapidgator.net/file/521548cc489c969c27dc3177b62485bb/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part1.rar.html
https://rapidgator.net/file/30762eac31999d420672b1022acf05c6/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part2.rar.html
https://rapidgator.net/file/d17855f9d745af4a10e2b535ee84668e/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part3.rar.html
https://rapidgator.net/file/b0dfcf63672a03c37b07af3e4a2bb5de/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part4.rar.html

nitroflare_com:
http://nitroflare.com/view/71671734C601516/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part1.rar
http://nitroflare.com/view/692F9FEC4F57B7E/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part2.rar
http://nitroflare.com/view/0C28C4832EF4D64/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part3.rar
http://nitroflare.com/view/5C3CC2F629700BE/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part4.rar

uploadgig_com:
https://uploadgig.com/file/download/37971D0abC363034/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part1.rar
https://uploadgig.com/file/download/985a41C811dDed76/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part2.rar
https://uploadgig.com/file/download/2da4F4cc063d6Cf1/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part3.rar
https://uploadgig.com/file/download/5d0b169c440dc73b/zpsvh.Designing.a.Data.Warehouse.on.the.Microsoft.SQL.Server.Platform.part4.rar

Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Designing RESTful Web APIs
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 242 MB
Genre: eLearning | Language: English

Are you embarking on creating an API for your website or mobile app? If so, just striking forward with your API could be a mistake. In this course, you will learn how to design an API to meet the demands of your customers.

Too many APIs are just built on an as-needed basis. In this course, Designing RESTful Web APIs, you will design your API to meet your needs before you embark on implementing the service. First, you will explore the design philosophies of creating an API on top of REST without the dogma. Next, you will discover how to design APIs to take URIs, verbs, message bodies, versioning and security into account. Finally, you will examine how creating an API can stand up to the test of time instead of extending your proof of concept into a supported API you can't get rid of. By the end of this course, you will have complete understanding and knowledge to produce useful APIs for your project.

Download link:

rapidgator_net:
https://rapidgator.net/file/4fbc1a45eb12115d991104f198351fc2/rxr4p.Designing.RESTful.Web.APIs.part1.rar.html
https://rapidgator.net/file/0e606e6b99c8d1ce394222301644cc16/rxr4p.Designing.RESTful.Web.APIs.part2.rar.html
https://rapidgator.net/file/7e13bbe78d548b4d7e9994c948e4f2ea/rxr4p.Designing.RESTful.Web.APIs.part3.rar.html

nitroflare_com:
http://nitroflare.com/view/F2491AAB2DC2637/rxr4p.Designing.RESTful.Web.APIs.part1.rar
http://nitroflare.com/view/F95549E5F2FB813/rxr4p.Designing.RESTful.Web.APIs.part2.rar
http://nitroflare.com/view/A7EAA4FF58FA01E/rxr4p.Designing.RESTful.Web.APIs.part3.rar

uploadgig_com:
https://uploadgig.com/file/download/899d9200d740EEDb/rxr4p.Designing.RESTful.Web.APIs.part1.rar
https://uploadgig.com/file/download/bEbCd2c84c1f361f/rxr4p.Designing.RESTful.Web.APIs.part2.rar
https://uploadgig.com/file/download/bc8667cB757e7b81/rxr4p.Designing.RESTful.Web.APIs.part3.rar

Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

DevOps Foundations: Incident Management
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 3m | 323 MB
Instructor: Ernest Mueller

Uptime is critical for modern systems, but downtime and security incidents are inevitable. Your users' experience depends on your ability to respond quickly, confidently, and consistently when things go awry. In this course, learn how to handle unexpected crises in information systems from a DevOps perspective. Instructor Ernest Mueller steps through the overall incident response process, explaining how to define what constitutes an incident for your organization and select the tools you'll need to mitigate these high-stakes problems. He also explains how to detect and report incidents, communicate with users and internal employees about issues, troubleshoot problems, and continuously improve your incident management process.

Topics include:

The incident response process
Detecting and reporting incidents
Communicating effectively about a problem
Best practices for diagnosis and repair
Cleaning up after an incident
Continuously improving
Implementation challenges for incident response

More Info

https://www.lynda.com/course-tutorials/DevOps-Foundations-Incident-Management/5038209-2.html

Download link:

rapidgator_net:
https://rapidgator.net/file/bc2c7cbb0ec5a067fe992a1c59c2b416/8k74l.DevOps.Foundations.Incident.Management.rar.html

nitroflare_com:
http://nitroflare.com/view/6F9A28121BBDA39/8k74l.DevOps.Foundations.Incident.Management.rar

uploadgig_com:
https://uploadgig.com/file/download/9eF2eabf9e06aed5/8k74l.DevOps.Foundations.Incident.Management.rar

Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Dockerization - Do more with Docker
.MP4, AVC, 1920x1080, 30 fps | English, AAC, 2 Ch | 4 hours | 701 MB
Instructor: Sreeprakash Neelakantan

Dockerize popular applications and servers

Learn

Learn the different types of built-in network elements and how to create custom networks
Understand how to link different Docker containers to enable them to talk to each other
Learn to provide communication between Docker containers with the help of network ports
Define and run multi-container Docker applications with the help of the Docker Compose tool
In-depth coverage of Microservices in Docker
Learn to deploy Wordpress, MySQL server, and MongoDB using Docker
Understand how to use service discovery mechanisms to allow a Docker container to auto-discover other containers and communicate with them

About

Docker is an open-source tool that allows developers to wrap their codes into small containers or packets, along with everything that would be required for the code to run. This code can then be shipped to any other system and be deployed on that particular system. Along with the software, Docker containers also include code, runtime, system tools, system libraries, and more in the container itself.

This course introduces you to the different types of built-in network elements and to create custom networks. Then, you will learn how to link different Docker containers to enable them to talk to each other. Also, you will learn to connect multiple Docker containers with the help of custom networks. Next, you will learn how to define and run multi-container Docker applications with the help of Docker Compose tool. Moving ahead, you will learn to deploy Wordpress, MongoDB, and MySQL server using Docker. Also, you will learn to split an application into separate services that are loosely tied together, so that they can be scaled vertically or horizontally. Finally, you will explore how to use service discovery mechanisms to allow a Docker container to auto-discover other containers and communicate with them.

Key Features

Create custom networks
Networking multiple Docker containers
Splitting an application into a set of microservices
Deploy Wordpress, MySQL server, and MongoDB using Docker
Explore Docker Service Discovery mechanisms and Orchestration Tools

Who this course is for

This Course is targeted for Docker intermediates who have a basic understanding of Docker and Docker containers.

Features

Create custom networks
Networking multiple Docker containers
Splitting an application into a set of microservices
Deploy Wordpress, MySQL server, and MongoDB using Docker
Explore Docker Service Discovery mechanisms and Orchestration Tools

More Info

https://www.packtpub.com/virtualization-and-cloud/dockerization-do-more-docker-integrated-course

Download link:

rapidgator_net:
https://rapidgator.net/file/b26ea0c421ecc1d678a5f85550c0d087/jupla.Dockerization..Do.more.with.Docker.rar.html

nitroflare_com:
http://nitroflare.com/view/E4C2D539FCDF6CB/jupla.Dockerization..Do.more.with.Docker.rar

uploadgig_com:
https://uploadgig.com/file/download/7279c7d6F05D5FCe/jupla.Dockerization..Do.more.with.Docker.rar

Links are Interchangeable - No Password - Single Extraction

[mitsumi1]

Headway Advanced C1 * 5th Edition * Student's Book with Video
OXFORD | 2019 | English | MP4, PDF, 177 pages | 1271.01 MB

Updated with new texts, topics and themes, Headway 5th edition provides fresh and relevant English instruction that is tailored to your students' needs. Headway and its award-winning authors, Liz and John Soars, are names that have become synonymous with English Language Teaching and learning. Teach with Headway's perfectly-balanced grammar and skills syllabus, based on the course's world-renowned methodology.

Headway 5th edition retains the course's trusted methodology and has been updated with new texts, topics and digital resources.

Download link:

rapidgator_net:
https://rapidgator.net/file/410d9c4e832762b641c7839f2b34344a/l73dx.hwadv5e2019sb.rar.html
https://rapidgator.net/file/ea9009c3bab8ccd5b43e6696a595939f/l73dx.hwadv5e2019vi.part1.rar.html
https://rapidgator.net/file/eb3fb59c1be5331d90cc1a17ea354b06/l73dx.hwadv5e2019vi.part2.rar.html
https://rapidgator.net/file/9b97567e1a3d626fff18a6e1125a6098/l73dx.hwadv5e2019vi.part3.rar.html

nitroflare_com:
http://nitroflare.com/view/C38EB36496B656A/l73dx.hwadv5e2019sb.rar
http://nitroflare.com/view/4518A89EE7838E4/l73dx.hwadv5e2019vi.part1.rar
http://nitroflare.com/view/0ADE67EDFD90BA7/l73dx.hwadv5e2019vi.part2.rar
http://nitroflare.com/view/DC8A99ECD21B311/l73dx.hwadv5e2019vi.part3.rar

uploadgig_com:
https://uploadgig.com/file/download/D920A4A5a60257A1/l73dx.hwadv5e2019sb.rar
https://uploadgig.com/file/download/63d834d7bA925Cbe/l73dx.hwadv5e2019vi.part1.rar
https://uploadgig.com/file/download/79cc46fDbE3E6270/l73dx.hwadv5e2019vi.part2.rar
https://uploadgig.com/file/download/CEd96d6a5027a730/l73dx.hwadv5e2019vi.part3.rar

Links are Interchangeable - No Password - Single Extraction