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Networking Fundamentals
December 17, 2019 - PACKT

Become well-versed with basic networking concepts such as routing, switching, and subnetting, and prepare for the Microsoft 98-366 exam Key Features * Build a strong foundation in networking concepts * Explore both the hardware and software aspects of networking * Prepare by...

NR/L2/CSG/STP001/02 - Standards and Controls Management: Managing Standard and Control Document Change Projects
June 6, 2020 - NR

This module specifies the process and requirements to change or develop Network Rail standards and control documents. It applies to Technical Leads and Working Group members who have been appointed by a standards and controls steering group (SCSG) to change or develop...

NR/L2/CSG/STP001/01 - Standards and Controls Management: Principles of Standard and Control Management
June 6, 2020 - NR

This module describes: a) Network Rail's standards and controls framework and its relationship with external requirements; b) the role of the groups that govern the Network Rail standards and controls framework; and c) general requirements for developing and publishing...

The Deep Learning with PyTorch Workshop
July 22, 2020 - PACKT

Get a head start in the world of AI and deep learning by developing your skills with PyTorch Key Features * Learn how to define your own network architecture in deep learning * Implement helpful methods to create and train a model using PyTorch syntax * Discover how intelligent...

The Applied Artificial Intelligence Workshop
July 22, 2020 - PACKT

With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exercises and engaging activities Key Features * Learn about AI and ML algorithms from the perspective of a seasoned data scientist * Get...

The Deep Learning with Keras Workshop
July 29, 2020 - PACKT

Discover how to leverage Keras, the powerful and easy-to-use open source Python library for developing and evaluating deep learning models Key Features * Get to grips with various model evaluation metrics, including sensitivity, specificity, and AUC scores * Explore advanced concepts such as...

The Machine Learning Workshop
July 22, 2020 - PACKT

Take a comprehensive and step-by-step approach to understanding machine learning Key Features * Discover how to apply the scikit-learn uniform API in all types of machine learning models * Understand the difference between supervised and unsupervised learning models * Reinforce your understanding...

The Deep Learning Workshop
July 31, 2020 - PACKT

Take a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpret text Key Features * Understand how to implement deep learning with TensorFlow and Keras * Learn the fundamentals of computer vision and image recognition * Study the...

Hands-On Natural Language Processing with PyTorch 1.x
July 9, 2020 - PACKT

Become a proficient NLP data scientist by developing deep learning models for NLP and extract valuable insights from structured and unstructured data Key Features * Get to grips with word embeddings, semantics, labeling, and high-level word representations using practical examples * Learn...

Mastering Computer Vision with TensorFlow 2.x
May 15, 2020 - PACKT

Apply neural network architectures to build state-of-the-art computer vision applications using the Python programming language Key Features * Gain a fundamental understanding of advanced computer vision and neural network models in use today * Cover tasks such as low-level vision,...

Applying Math with Python
July 31, 2020 - PACKT

Discover easy-to-follow solutions and techniques to help you to implement applied mathematical concepts such as probability, calculus, and equations using Python's numeric and scientific libraries Key Features * Compute complex mathematical problems using programming logic with the help of...

Hands-On Simulation Modeling with Python
July 17, 2020 - PACKT

Enhance your simulation modeling skills by creating and analyzing digital prototypes of a physical model using Python programming with this comprehensive guide Key Features * Learn to create a digital prototype of a real model using hands-on examples * Evaluate the performance and output of your...

Hands-On Python Deep Learning for the Web
May 15, 2020 - PACKT

Use the power of deep learning with Python to build and deploy intelligent web applications Key Features * Create next-generation intelligent web applications using Python libraries such as Flask and Django * Implement deep learning algorithms and techniques for performing smart web automation *...

Mastering Metasploit
June 12, 2020 - PACKT

Discover the next level of network defense and penetration testing with the Metasploit 5.0 framework Key Features * Make your network robust and resilient with this updated edition covering the latest pentesting techniques * Explore a variety of entry points to compromise a system...

Hands-On Python Natural Language Processing
June 26, 2020 - PACKT

Get well-versed with traditional as well as modern natural language processing concepts and techniques Key Features * Perform various NLP tasks to build linguistic applications using Python libraries * Understand, analyze, and generate text to provide accurate results * Interpret human language...

40 Algorithms Every Programmer Should Know
June 12, 2020 - PACKT

Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental algorithms, such as sorting and searching, to modern algorithms used in machine learning and cryptography Key Features * Learn the techniques you need to know to design...

Mastering Azure Security
May 7, 2020 - PACKT

Leverage Azure security services to architect robust cloud solutions in Microsoft Azure Key Features * Secure your Azure cloud workloads across applications and networks * Protect your Azure infrastructure from cyber attacks * Discover tips and techniques for implementing, deploying, and...

Microsoft Exam MD-100 Windows 10 Certification Guide
May 22, 2020 - PACKT

An administrator's guide to deploying, configuring, securing, managing, and monitoring devices and client applications in an enterprise environment and passing Exam MD-100: Windows 10 easily Key Features * Equip yourself to earn the Microsoft 365 Certified: Modern Desktop Administrator Associate...

Practical Ansible 2
June 5, 2020 - PACKT

Leverage the power of Ansible to gain complete control over your systems and automate application deployment Key Features * Use Ansible 2.9 to automate and control your infrastructure * Delve into advanced functionality such as plugins and custom modules in Ansible * Automate and orchestrate major...

Advanced Data Science and Analytics with Python
May 5, 2020 - CRC

Advanced Data Science and Analytics with Python enables data scientists to continue developing their skills and apply them in business as well as academic settings. The subjects discussed in this book are complementary and a follow-up to the topics discussed in Data Science and Analytics...

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