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Unsupervised Machine Learning Hidden Markov Models in Python

Unsupervised Machine Learning Hidden Markov Models in Python
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 2.90 GB
Duration: 7.5 hours | Genre: eLearning Video | Language: English

HMMs for stock price analysis, language modeling, web analytics, biology, and PageRank

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Practical Deep Learning with PyTorch

Practical Deep Learning with PyTorch
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 1.04 GB
Duration: 6.5 hours | Genre: eLearning Video | Language: English
Accelerate your deep learning with PyTorch covering all the fundamentals of deep learning with a python-first framework.

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Modern Deep Learning in Python (Updated)

Modern Deep Learning in Python (Updated)
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 1.44 GB
Duration: 9 hours | Genre: eLearning Video | Language: English
Build with modern libraries like Tensorflow, Theano, Keras, PyTorch, CNTK, MXNet. Train faster with GPU on AWS.

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LiveLessons - AWS Certified Machine Learning-Specialty (ML-S)

LiveLessons - AWS Certified Machine Learning-Specialty (ML-S)
English | Size: 1.06 GB
Category: Tutorial
This course covers the essentials of Machine Learning on AWS and prepares a candidate to sit for the AWS Machine Learning-Specialty (ML-S) Certification exam. Four main categories are covered: Data Engineering, EDA (Exploratory Data Analysis), Modeling, and Operations.

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Linkedin Learning Serverless Architecture

Linkedin Learning Serverless Architecture
English | Size: 261.49 MB
Category: Tutorial
Serverless architecture moves computing from physical servers to the cloud. This course provides a broad overview of the different types of design patterns available for serverless application development and deployment. Instructor Lynn Langit covers the core concepts behind serverless, including its costs, benefits, and risks. Then she reviews serverless services, including messaging, storage, streaming, payment processing, and deployment, and related solutions: AWS Lambda, Kinesis, Auth0, Kubernetes, and more. She reviews cloud-native architectures for serverless applications that incorporate third party APIs, notifications, Internet of Things sensors, big data, and machine learning Plus, learn about emergent architectures that support migration and hybrid serverless functionality. Each chapter is illustrated with real-world use cases that showcase the cost, scalability, and productivity benefits of serverless architecture in action.

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Linkedin Learning Security Testing Essential Training

Linkedin Learning Security Testing Essential Training
English | Size: 354.25 MB
Category: Tutorial
To provide your organization with confidence, you need to perform testing to prove it's secure. However, not all security testing is the same. A risk assessment is not a vulnerability assessment; a penetration test won't measure compliance. For a successful career, a security analyst needs to have an understanding of the many different types of security testing and know when and how to implement them. This courses provides the resources you need to set up a testing environment, plan assessments, identify targets and begin executing security tests. Instructor Jerod Brennan also helps you analyze test results and draft a report of your findings. Plus, see popular testing frameworks tools in
action, include Nmap, Nessus, Wireshark, Lynis, SekChek, Aircrack-ng, and hashcat, as run on a Kali Linux virtual machine. Note: This course aligns with the National Institute of Standards and Technology (NIST) special publication on information security testing (SP 800-115)

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Linkedin Learning React js Building an Interface Updated February 2019

Linkedin Learning React js Building an Interface Updated February 2019
English | Size: 445.67 MB
Category: Tutorial
React.js is a jаvascript library for creating user interfaces that display dynamic data Because of its reusable components and unique data-rendering approach, the interfaces you create with React are flexible, fast, and lightweight. Need another reason to choose React? It's also easy to learn, with these lessons from staff author Ray Villalobos. Join
Ray in this practical, hands-on course, featuring a realistic sample project that showcases the strengths of React: an online appointment scheduling tool. Along the way you can learn key React skills, including handling events, breaking code into custom subcomponents, managing data through props, and setting up sorting and search

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Linkedin Learning Learning VMware vSAN

Linkedin Learning Learning VMware vSAN
English | Size: 456.86 MB
Category: Tutorial
vSAN is a popular software-defined storage solution from the leading virtualization company, VMware. This training course provide complete coverage of vSAN, including conceptual lessons and hands-on demos using the free labs at VMware.com. You can learn how to configure, monitor, and manage vSAN, and explore the different vSAN architecture options. VMware Certified Instructor Rick Crisci also covers important operations and maintenance considerations, such as high-availability configuration and vSAN recovery procedures. Plus, review popular deployment options: two-node clusters and stretched vSAN clusters

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Linkedin Learning Learning SSL TLS

Linkedin Learning Learning SSL TLS
English | Size: 290.91 MB
Category: Tutorial

Secure Sockets Layer (SSL) and the succeeding Transport Layer Security (TLS) provide the backbone of securing intranet and internet network communications through encryption and authentication. SSL and TLS standars are widely used to secure network communications for services such as websites, VoIP, VPNs, and email messages. In this course, learn the skills you need to plan, implement, and maintain a public key infrastructure (PKI) ecosystem that supports SSL/TLS security certificates. Instructor Daniel Lachance dives into how to install and configure PKI solutions in both Windows and Linux. Learn about how certificates are issued and managed throughout their lifetime; how hashing provides integrity and digital signatures provide authentication; and more

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Linkedin Learning Azure Developer Tips Update 20190207-SHEPHERDS

Linkedin Learning Azure Developer Tips Update 20190207-SHEPHERDS
English | Size: 269.05 MB
Category: Tutorial
Microsoft Azure is a cloud platform that gets better every day. Over 800 new features were added in 2017 alone. This weekly series helps new and experienced developers and DevOps engineers keep up with the changes. Instructor Mike Benkovich showcases what's new and compelling in Azure, using the tools to build short, one-off projects, such as a .NET web app or a continuous delivery pipeline with Visual Studio. Tune in every Thursday for a new video.

Note: Because this is an ongoing series, viewers will not receive a certificate of completion.

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