Collection of Courses Number 66
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- IT & Software
- Marketing
- Development
IT & Software
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Description
Course Title: Brain Tumor Detection with MRI Images Using YOLOv8: Complete Project using Roboflow
Course Description:
Welcome to the comprehensive course on "Brain Tumor Detection with MRI Images Using YOLOv8: Complete Project using Roboflow." This course is designed to provide students, developers, and healthcare enthusiasts with hands-on experience in implementing the YOLOv8 object detection algorithm for the critical task of detecting brain tumors in MRI images. Through a complete project workflow, you will learn the essential steps from data preprocessing to model deployment, leveraging the capabilities of Roboflow for efficient dataset management.
What You Will Learn:
Introduction to Medical Imaging and Object Detection:
Gain insights into the crucial role of medical imaging, specifically MRI, in detecting brain tumors. Understand the fundamentals of object detection and its application in healthcare using YOLOv8.
Setting Up the Project Environment:
Learn how to set up the project environment, including the installation of necessary tools and libraries for implementing YOLOv8 for brain tumor detection.
Data Collection and Preprocessing:
Explore the process of collecting and preprocessing MRI images, ensuring the dataset is optimized for training a YOLOv8 model.
Annotation of MRI Images:
Dive into the annotation process, marking regions of interest (ROIs) on MRI images to train the YOLOv8 model for accurate and precise detection of brain tumors.
Integration with Roboflow:
Understand how to seamlessly integrate Roboflow into the project workflow, leveraging its features for efficient dataset management, augmentation, and optimization.
Training YOLOv8 Model:
Explore the complete training workflow of YOLOv8 using the annotated and preprocessed MRI dataset, understanding parameters, and monitoring model performance.
Model Evaluation and Fine-Tuning:
Learn techniques for evaluating the trained model, fine-tuning parameters for optimal performance, and ensuring accurate detection of brain tumors in MRI images.
Deployment of the Model:
Understand how to deploy the trained YOLOv8 model for real-world brain tumor detection tasks, making it ready for integration into a medical environment.
Ethical Considerations in Medical AI:
Engage in discussions about ethical considerations in medical AI, focusing on privacy, patient consent, and responsible use of AI technologies.
Project Documentation and Reporting:
Learn the importance of documenting the project, creating reports, and effectively communicating findings in a professional healthcare setting.
Description
Students will learn Lightning Web Components programming model and how to develop/create project using Lightning Web Components i.e. LWC programming model.
Topics covered in this course
1. Salesforce Lightning Web Components (LWC) Introduction
2. Salesforce - How To Run Apex Code in Vscode | How To Create Apex Class in Visual Studio Code
3. Create First Lightning Web Component & Deploy to Salesforce Org |Create LWC Component in vs code
4. How To Delete LWC Component From Org |How To Delete Custom Lightning Web Component in Salesforce
5. Data Binding in LWC Salesforce | Lightning Web Components
6. Getter Property in Lighting Web Components (LWC) in Salesforce
7. Conditional Rendering in HTML in LWC | Apply if-else in Lightning Web Components in Salesforce
8. For Each Loop in LWC Salesforce |Render List using for each loop in HTML Lightning Web Component
9. Iterator Loop in LWC Salesforce |Render List using iterator loop in HTML Lightning Web Component
10. Decorators in LWC Salesforce Introduction | api, track, wire in Lightning Web Components
11. api Decorator in LWC Salesforce with Example | Public Property in Lightning Web Component
12. track Decorator in LWC Salesforce with Example | track Decorator in Lightning Web Component
13. wire Decorator in LWC Salesforce with Example | wire Decorator in Lightning Web Component
14. Use of wire Decorator / Adapter to call Apex Class Method from LWC | Lightning Web Components
15. Decorate Function with wire Decorator in LWC Salesforce | Lightning Web Component
16. Use querySelector() to Fetch Data in LWC | HTML Template Data Binding | Lightning Web Component
17. Use querySelectorAll to fetch Data in LWC | HTML Template Data Binding | Lightning Web Component
18. How To Create Lightning App Page in Salesforce
19. Data Communication in LWC Components | Message Passing in Lightning Web Components | Salesforce
20. Data Communication From Parent to Child LWC Component | Salesforce | Message Passing
21. Data Communication From Child to Parent LWC Component | Salesforce | Message Passing
22. How to pass multiple values from Child component to Parent component in LWC | Salesforce LWC
23. Lightning Message Service for Data Communication between unrelated LWC Components | Salesforce
24. Lightning Message Service for passing multiple values between unrelated LWC Components
25. Salesforce LWC Real Time Project Part 1 | Lightning Web Components Live Project in Salesforce
26. Salesforce LWC Real Time Project Part 2 | Child to Parent and Parent to Child Data Communication
27. Salesforce LWC Real Time Project Part 3 | Lightning Data Table | Lightning Web Components
28. Salesforce LWC Real Time Project Part 4 | wire Decorator Adapter to call Apex Class Method from LWC
29. Salesforce LWC Real Time Project Part 5 | Lightning Message Service | Lightning Web Components
30. Salesforce LWC Real Time Project Part 6 | Wire vs Imperative Apex Method Calls | Async and Await
31. Salesforce LWC Real Time Project Part 7 | Modal Popup | Lightning Data Service | Show Toast Message
Description
AWS Certified Advanced Networking - Specialty (101 Course) - Exam preparation course
The AWS Certified Advanced Networking - Specialty (101 Course) is designed for IT professionals seeking to deepen their expertise in advanced networking within the Amazon Web Services (AWS) environment. This comprehensive program consists of five modules, each focusing on key aspects of network design, implementation, management, and security. By completing this course, participants will be well-prepared to earn the AWS Certified Advanced Networking - Specialty certification.
Module 1: Network Design - I
This module delves into the foundational principles of network design in AWS. Participants will explore architectural best practices, design considerations for scalability and high availability, and the optimization of network performance. Through hands-on exercises and real-world scenarios, students will develop the skills necessary to architect robust and efficient AWS network solutions.
Module 2: Network Design - II
Building upon the concepts covered in Module 1, this module extends the exploration of network design into more complex scenarios. Participants will gain insights into designing hybrid and multi-region architectures, incorporating advanced networking features such as AWS Direct Connect, and implementing effective strategies for traffic management and optimization.
Module 3: Network Implementation
In this hands-on module, participants will learn how to bring their network designs to life. Topics include the implementation of virtual private clouds (VPCs), subnetting strategies, and the deployment of network services like Elastic Load Balancing and Amazon Route 53. Emphasis will be placed on practical skills, enabling students to deploy and troubleshoot network configurations effectively.
Module 4: Network Management and Operation
This module focuses on the day-to-day management and operation of AWS networks. Participants will learn about monitoring and logging, network optimization techniques, and troubleshooting common network issues. Automation using AWS CloudFormation and other management tools will also be covered to streamline network operations.
Module 5: Network Security, Compliance, and Governance
The final module of the course explores critical aspects of network security within AWS. Participants will gain a deep understanding of AWS Identity and Access Management (IAM), network access controls, encryption strategies, and compliance and governance considerations. Through practical exercises, students will learn how to secure their networks and meet regulatory requirements.
By the end of this course, participants will not only have acquired advanced networking skills specific to the AWS environment but will also be well-prepared to pass the AWS Certified Advanced Networking - Specialty exam, validating their expertise and enhancing their career prospects in the field of cloud networking.
In this master course 101 level, I would like to teach the 5 major topics and 1 practice test !
1. Network Design - I
2. Network Design - II
3. Network Implementation
4. Network Management and Operation
5. Network Security, Compliance, and Governance
& Practice test
Enroll now and learn today !
Description
Good [morning/afternoon/evening], learners, and welcome to our online course on Generative Artificial Intelligence! I am thrilled to be your guide on this journey into the fascinating realm where creativity and technology converge.
I am Tsvety, and I bring to you a wealth of knowledge in cultural studies and law, coupled with a passion for languages, teaching, and the exploration of cutting-edge technologies. Today, we embark on a quest to understand and harness the power of Generative AI—a field that has revolutionized the way we perceive creativity in machines.
**Course Overview:**
Generative AI represents a pivotal milestone in the evolution of artificial intelligence. Unlike traditional AI systems that follow pre-programmed rules, generative models have the ability to create, innovate, and produce content autonomously. Whether it's generating realistic images, composing music, or crafting human-like text, the possibilities are as vast as the imagination.
**Why Generative AI Matters:**
As we delve into the intricacies of Generative AI, we'll explore its real-world applications and understand why it matters in today's technological landscape. From content creation to personalized user experiences, Generative AI has the potential to reshape industries and redefine the limits of what machines can achieve.
**Course Structure:**
Our journey will be divided into modules, each focusing on a specific aspect of Generative AI. We'll start with the fundamentals, gradually progressing to advanced topics. Along the way, we'll delve into practical examples, hands-on exercises, and case studies to reinforce your understanding and application of the concepts.
**Your Role in this Learning Experience:**
Active participation is key to mastering the material. Engage in discussions, ask questions, and challenge your understanding. This course is designed not just to impart knowledge but to empower you to apply Generative AI principles in your respective fields.
**Final Thoughts:**
In the words of Arthur C. Clarke, "Any sufficiently advanced technology is indistinguishable from magic." Generative AI, in many ways, embodies this sentiment. As we navigate through this course, let's marvel at the magic of machines creating art, generating ideas, and pushing the boundaries of what we thought possible.
Get ready for an intellectually stimulating and creatively invigorating experience. Let's embark on this journey into the realm of Generative AI together!
Thank you for joining, and let the exploration begin!
Description
Learn HTML 5 with Python From Beginner To Advanced Level, Flask Framework From Beginning,
we've created thorough, extensive, but easy-to-follow 23 Hours of content that you’ll easily understand and absorb.
The course starts with the basics of HTML5, Python fundamentals, programming, and user interaction.
The curriculum is going to be very hands-on as we walk you from start to finish to become a professional HTML 5, Python developer. We will start from the very beginning by teaching you HTML 5 Basics then Python basics and programming fundamentals, and then going into advanced topics and different career fields in Python so you can get real-life practice and be ready for the real world.
The topics covered in this course are:
* Brief Introduction To HTML 5:
HTML Basic Tags
HTML List Tags
HTML Attributes
HTML Forms
HTML SVG
HTML Blocks
* Beginner to Expert Python contents:
Array implementation
File methods
Keywords and Identifiers
Python Tuples
Python Basics
Python Fundamentals
Data Structures
Object-Oriented Programming with Python
Functional Programming with Python
Lambdas
Decorators
Generators
Testing in Python
Debugging
Error Handling
Regular Expressions
Comprehensions
Modules
*Flask Framework:
Flask Web Framework, In this course, you will learn the fundamentals of web applications .so that you can start building API and develop web applications using Python Flask Web Framework.
How to build Python web apps with Flask
How to use the Jinja template language to create the look of your apps
How to use the SQLite database to start development
How to use other databases with Flask by using Flask-SQLAlchemy
Using Flask to process incoming request data.
Description
Learn CSS And Javascript And PHP Complete Course For Beginners
section 1- CSS course with basics and advanced concepts of CSS
Ever wonder how the latest website designs are made? Cascading Style Sheets (CSS) are the main coding files used to layout a website and its design. CSS 3 is the latest in styling standards, and it brings several new properties and declarations you can use to make your website design more easily created. CSS is currently the only standard in website design that plugs directly into your HTML, even the latest HTML 5 standards. With CSS 3 and HTML 5, you can create the latest interactive pages for your website viewers.
This course shows you how to create CSS classes from a beginner's level. It starts off with basic HTML declarations, properties, values, and how to include a CSS style sheet with your HTML code. For those of you who are new to CSS and HTML, we show you step-by-step how to create a CSS file and include it in your HTML code, even if you use a cloud server for your hosting.
We show you how to position your elements, layout your elements relative to your documents, and style your HTML using predefined CSS values. We introduce you to the common CSS styling that you'll need when you start off designing your pages. If you want to get to know CSS and website design, this course is meant for you, and it can be used by anyone who hasn't even seen one line of CSS code yet. We focus on the latest CSS 3 and HTML 5 standards, so you get the latest when coding your website pages instead of focusing on older code.
There are no prerequisites. Anyone Can join this course. It is recommended though that individuals have some basic computer programming knowledge.
Course Topics
Introduction to CSS
inclusion Of CSS In HTML
CSS syntax
CSS styling Text
CSS page backgrounds
CSS 2D transform
CSS 3D transform
CSS animation
and more....
Section 2- learn javascript programming language
The course is created with thorough, extensive, but easy-to-follow content that you’ll easily understand and absorb.
The course starts with the basics, including JavaScript fundamentals, programming, and user interaction.
The curriculum is going to be very hands-on as we walk you from start to finish to become a professional Javascript developer. We will start from the very beginning by teaching you Javascript basics and programming fundamentals, and then execute into real-life practice and be ready for the real world.
While Javascript is complicated for beginners to learn, it is widely used in many web development areas.
This course gets you started with an introduction to JavaScript. It assumes that you're new to the language, so it gets you started with basic functionality such as creating functions, creating variables, and calling these lines of code from your standard HTML pages. It talks about events and triggers for custom event handling. It talks about pattern matching, searching for text within a page, flow control, and the document object model (DOM). We start off with the basics and move on to more complex functionality such as arrays and objects. We then discuss how to script common elements with JavaScript such as forms and tables. At the very end, we discuss major libraries such as Ajax, which allows you to make asynchronous calls to server-side scripts without reloading the web page in the server.
Master the fundamentals of writing Javascript scripts
Learn core Javascript scripting elements such as variables and Objects
Discover how to work with lists and sequence data
Write Javascript functions to facilitate code reuse
Use Javascript to read and write files
Make their code robust by handling errors and exceptions properly
Search text using regular expressions
The topics covered in this course are:
* javascript course contents:
Javascript introduction
Javascript array
Javascript variables
Javascript functions
Javascript objects
Javascript control statements
Javascript cookies
Javascript loop statements
Javascript data structures
Javascript error handling
Javascript regular expressions
section 3- learn PHP programming languageIn this section, we will learn the basic structure of a web application, and how a web browser interacts with a web server. You'll be introduced to the request/response cycle, including GET/POST/Redirect. You'll also gain an introductory understanding of Hypertext Markup Language (HTML), as well as the basic syntax and data structures of the PHP language, variables, logic, iteration, arrays, error handling, and superglobal variables, among other elements.
The topics covered in this PHP course are:
PHP various operator types
PHP arrays
PHP conditional statements
PHP loops
PHP function statements
PHP decision making
PHP file Input and Output
PHP web concepts
PHP MySql API
PHP CSPRNG
PHP scalar declaration
Thank you see you inside the course
Marketing
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Description
Becoming famous does not require luck or patience. It's science.
Learn the secrets of fame from marketing superstar Dekker Fraser. He has over 1/2 million enrollments. His brands were reviewed by top influencers including the #1 YouTuber PewDiePie. His colleagues include a YouTuber who suddenly hit 8,000,000 subscribers. Dekker is regularly solicited for brand partnership deals, partnerships, and more.
Dekker was a former global brand manager for Sony PlayStation, author of numerous marketing books, college marketing instructor, and VP of marketing for a Google accelerator startup. He has an MBA from the #1-ranked business school for marketing, Philip Kotler's Kellogg School of Management.
Fame requires that you focus on a few key activities that will generate the widest reach. It also requires content that is designed to make people remember you for the long-term. The following course presents evidence-based advice on how you too can become famous through Instagram marketing and other techniques.
Learn how to become a famous influencer through YouTube, books, Instagram marketing, TikTok, and more in this groundbreaking course on the science of fame!
Learn from a former Fortune 500 brand manager & influencer with over 1/2 million enrollments. Dekker Fraser is regularly solicited for brand sponsorships and had brands he managed reviewed by top influencers including PewDiePie.
Learn...
Why the Mona Lisa became famous (hint: it's not because it's a great painting)
How to get a lot of followers quickly
How Jordan Peterson reached $100,000/month in just 18 months
The secrets of successful social media superstars
What the most robust research says about getting famous
Best practices with influencer marketing
How to build a famous personal brand on Instagram, YouTube & other channels
How to generate word-of-mouth
Why most advice on getting famous is wrong: e.g., "create lots of content" or "go viral"
How viral marketing really works
YouTube marketing
Video marketing
How to become an influencer!
Buy this course today and become famous soon!
Sincerely,
Dekker Fraser, MBA
Key marketing topics...
Social media influencer
Blogging and influencer marketing
Influencer marketing for becoming famous
Instagram influencer
Instagram marketing
TikTok influencer
Social media influencer
Influencers
Social media marketing
Social media management
Social media content creation (for maximum reach)
Description
Welcome to "ChatGPT for Creative Ideas: Generate Powerful Concepts" In this course, you'll discover that creativity can indeed be learned and mastered. We'll explore the patterns and structures that can be used to generate innovative ideas and leverage the power of ChatGPT to enhance your creative output. Discover how prompt engineering with ChatGPT can revolutionize your advertising ideation process and generate innovative ideas that captivate audiences.
What You Will Learn:
1. Understanding Effective Client Briefs and Assignments:
· Identify the essential components of a client brief or assignment that contribute to successful advertising campaigns.
2. Translating Briefs into ChatGPT Prompts for Creative Ideation:
· Gain the skills to effectively translate client briefs into prompts that generate innovative advertising ideas using ChatGPT.
· Learn techniques for structuring prompts to elicit specific types of creative output.
3. Exploring Creative Thinking Patterns in Celebrated Advertising Campaigns:
· Study the creative thinking patterns employed in renowned advertising campaigns to understand their success.
· Apply these creative thinking patterns to generate unique and compelling ideas for your own campaigns.
4. Integrating Creative Thinking Tools into ChatGPT Ideation Prompts:
· Discover a variety of creative thinking tools and techniques to enhance the ideation process.
· Learn how to incorporate these tools into ChatGPT prompts to stimulate creativity and generate diverse ideas.
5. Evaluating Prompt Quality for Improved Output:
· Develop the ability to assess the quality and effectiveness of your prompts.
· Gain insights into refining and optimizing prompts to generate higher-quality output from ChatGPT.
6. Adapting and Pivoting Prompts for Creative Business Success:
· Learn strategies for adapting and troubleshooting prompts to overcome challenges and maximize the potential of ChatGPT.
· Discover how to leverage ChatGPT as a valuable tool for your creative business and adapt it to different scenarios.
By mastering these skills and knowledge, you will be equipped with the tools and techniques to effectively utilize ChatGPT for creative ideation, ensuring exceptional advertising ideas that resonate with audiences and drive meaningful results. Join this course now to unlock your creative potential with AI and take your advertising game to new heights!
Throughout the course, you'll engage in hands-on exercises and practical examples, allowing you to apply the concepts directly to real-world advertising scenarios. We'll guide you through the step-by-step process of leveraging ChatGPT and thinking tools to ideate and craft impactful advertising campaigns.
Development
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Description
Are you ready to become a PHP coding virtuoso, from an absolute beginner to a seasoned web developer? The "PHP Master Class" is your comprehensive guide to mastering PHP, taking you on a transformative journey that covers everything you need to know, from the basics to advanced techniques. Whether you're a complete newbie or looking to sharpen your PHP skills, this course will turn you into a PHP expert.
PHP (Hypertext Preprocessor) is a dynamic scripting language that powers a significant portion of the web. It's the foundation behind countless websites, web applications, and content management systems. In this all-encompassing Udemy course, we start from the very basics and lead you to advanced PHP development, providing you with the knowledge and skills to create dynamic, data-driven web applications.
What You'll Learn:
PHP Fundamentals: Start with the basics, including variables, data types, and control structures, gaining a solid understanding of PHP's syntax.
Functions and OOP: Dive into PHP functions, object-oriented programming, and learn how to write clean, reusable code.
Working with Databases: Explore database concepts and learn how to connect to, query, and manipulate databases using PHP and MySQL.
Web Forms and User Authentication: Create dynamic web forms and implement user authentication and authorization systems for secure web applications.
File Handling and Error Handling: Master file handling and error handling, vital for robust application development.
Sessions and Cookies: Understand how to maintain user state across web applications with sessions and cookies.
API Integration: Learn how to interact with external APIs and integrate data from third-party sources into your applications.
Security Best Practices: Explore security principles and best practices to protect your PHP applications from common vulnerabilities.
Building Real-World Projects: Put your PHP skills to the test with practical projects, including building a content management system, e-commerce site, and more.
Performance Optimization: Discover techniques for optimizing the performance of your PHP applications, ensuring they run efficiently.
Why Take This Course?
Hands-On Practice: The course emphasizes hands-on coding, ensuring you gain practical experience as you learn.
Comprehensive Curriculum: Covering the full spectrum of PHP development, you'll gain a deep understanding of PHP and its applications.
Expert Guidance: Your instructor, an experienced PHP developer, will provide expert guidance, tips, and industry insights.
Lifetime Access: Enroll once and have lifetime access to the course materials, allowing you to revisit and strengthen your skills as needed.
Certificate of Completion: Receive a certificate that validates your PHP expertise and enhances your professional profile.
Community and Support: Join our student community, interact with fellow learners, and access instructor support.
You dream of becoming a PHP developer, improving your web development skills, or unleashing your creativity through dynamic web applications, the "PHP Master Class" is the ultimate course to turn your aspirations into reality. Enroll today and embark on your journey from PHP beginner to advanced developer. Your path to PHP mastery begins here.
Description
NOTE: This course is updated on a regular basis with new topics.
Complete C# Masterclass: Go from Zero To Coding Hero
Welcome to a transformative learning journey where you will master the intricacies of .NET 8 / Core, C# programming, and essential software development principles. Whether you're a beginner eager to dive into the world of coding or an experienced developer looking to refine your skills, this course offers a comprehensive curriculum that covers everything from the fundamentals to advanced topics.
Why Enroll in This Course?
1. Build Real-World Projects: Gain hands-on experience by constructing two projects throughout the course. From setting up an .NET Core MVC project to integrating Entity Framework and implementing sessions, you'll develop tangible skills applicable to professional scenarios.
2. Thorough Understanding of .NET Core: Learn the structure of .NET Core (.NET 8) projects, delve into Blazor, Razor class libraries for Identity, and explore essential concepts like Bootstrap v5, authentication, and authorization.
3. Comprehensive C# Mastery: This course is not just about .NET Core; it's a holistic exploration of C# programming. Understand C# fundamentals, object-oriented programming (OOP), and advanced techniques like threading. Create video games, handle errors effectively, and work with databases using MS SQL Server, Sqlite, and Linq.
4. Full-Stack Development with Blazor: Build beautiful GUIs and explore front-end development using Blazor and Razor. Understand how to design and develop APIs, ensuring a seamless integration between the front end and back end.
5. Dive into Design Patterns: Uncover the power of design patterns, including Strategy, Repository, Builder, Factory, and Unit of Work. Learn when and how to combine multiple patterns for optimal code structure.
6. Master Docker and Deployment: Familiarize yourself with Docker basics and discover how to deploy your website on Microsoft Azure. These skills are essential for modern development environments and showcase your ability to manage and scale applications.
7. Learn by Doing: More than 5 diverse projects will take you from creating an application from scratch to refactoring an existing one and adding new features. In addition having exercises you after every module. This practical approach ensures that you not only understand the theory but can apply it in real-world scenarios.
Course Outline:
1. Programming Fundamentals with C#: Master variables, methods, loops, conditions, and the basics of OOP.
2. .NET Core Deep Dive: Understand the structure of NET Core projects, integrate Identity Framework, and explore advanced concepts like custom tag helpers and view components.
3. Database and Docker Basics: Dive into databases, Docker, and database-related topics such as entities, DTOs, mapping, and Entity Framework.
4. Advanced C# Techniques: Explore threading, asynchronous development, and advanced C# concepts like Linq and Lambda expressions.
5. Design Patterns and Best Practices: Delve into SOLID principles, design patterns, and best practices for creating robust and maintainable code.
6. Git, Github, and Project Management: Learn the essentials of version control with Git, set up repositories, and manage projects effectively using Github.
7. Azure Deployments and Beyond: Understand Azure deployments and gain insights into further career development, including certification preparation and building a strong LinkedIn profile.
Embark on Your Coding Odyssey!
Enroll now and join a community of learners committed to mastering .NET Core and C# programming. Take the first step towards becoming a versatile and skilled developer. Don't just learn to code; learn to create impactful and scalable solutions. Your coding journey starts here!
Description
Learn Network Automation skills from scratch to an advanced level.
For attending this course you don't need any prior coding experience.
You will be learning all the required Python concepts in a practical way with Networking Examples
This will help you to get into the exciting world of most trending technology and raise your earning potential.
This course is designed for Network Engineers with less or no coding experience.
Throughout the session, we will be using Linux OS (preferably Ubuntu) for running Python scripts.
The IDE is PyCharm and Cisco devices will be used for demonstrating most of the device interactions. (vIOS, IOS-XE, NXOS etc)
The course will be starting with SSH fundamentals
Initially, Course will take you through Paramiko, Netmiko, NAPALM and Nornir Libraries' fundamentals
Paramiko invoke_shell and exec_command methods
Methods supported in Netmiko for device interactions
How to do Configuration parsing using Regular Expressions over SSH
How to enable logging in the script with a log file or event email triggers
How to schedule the Script execution without keeping the terminal opened
How to do IP address and subnet validations using Python
How to do multithreading for parallel execution on multiple devices
Read and write contents to a text file, JSON, YAML, and XML
Manage device inventories or config details in CSV files
Read the configuration data from CSV, YAML, JSON, or text files
How to use textfsm template
How to use Jinja2 templates for creating multiline configuration templates with loops or conditions
How to use NAPALM for multivendor support
How to use getters in NAPALM
How to use config merge, config compare, config replace and config rollback in NAPALMcreate
What is Nornir Framework
How to create an inventory file in Nornir
How to create tasks in Nornir
What are plugins in Nornir
NETCONF/YANG Data models with real-time examples
Netconf Automation using Python Ncclient
RESTCONF API Automation using Requests
Raspberry Pi Mocropython Network Monitoring and Automation examples
Course Update log (Latest Topics):
June 2023: Raspberry Pi Micro Python
May 2023: Command Line Arguments using Argparse
April 2023:VMWare ESXi CLI automation using Python
Python Fundamentals Covered:
Strings and String Methods
Bytes and Unicode
Exception handling
stdin, stdout, stderr in Python
File Operations
Config HTML Comparison using Python
Regex Fundamentals
For loop
While loop
if, else, elif
Functions and Modules
Object Oriented Programming: Classes Basics
Multithreading
lists, dictionaries, and its methods
sets, tuples
Pycharm debug Example
Mutable vs Immutable
datetime
schedule
Logging
Enumerate
Tabulate
Itemgettes
List comprehension
copy and deep copy
subprocess
JSON
XML
YAML
Mocropython for beginners
Description
Everybody knows ElasticSearch as a popular full-text search engine or as part of ELK but I am going to show you ElasticSearch from the side you have never known before. I want to show you that with ElasticSearch you can build very advanced search engines or even recommendation modules that can be much more effective and together with that, much more simpler than similar systems built on top of machine learning technologies. I want to show the real geo power of ElasticSearch for building advanced search filters and aggregations.
This course is built in such a way it would be useful both: for complete beginners and for people who are working with ElasticSearch but would like to extend their practice knowledge. It would be especially useful for those who are going to build some recommendation systems or advanced search mechanisms in the near future.
The course consists of 5 modules. First module is aimed for beginners and can be skipped by people who are already working with ElasticSearch. Here I will tell you about basics: how to install and configure the environment using Docker, how data at ElasticSearch are organized, why mapping is so important and what all that mess around tokenizers and analyzers means.
In the second section I will show how to build an advanced search system step by step on a real example of a simplified booking com version. We will touch the topics about ES geopower here.
Next course section is devoted to the recommendation module. Here we will speak about recommendation systems in general - about pros and cons of today's methods. And again together we will build a real system using ElasticSearch. We will create a recommendation mechanism for virtual example of cleaning houses' marketplace.
In the fourth section I will show real examples using php, python and Java libraries for integration with ElasticSearch. And again we will create real microservice applying best programming practices and interesting design patterns like builder pattern or filter pattern. I will touch here also the question of debugging the possible problems.
The fifth and the last part is about using ElasticSearch for production. Here I will share with you my knowledge on how to set up a highly available cluster, how to calculate shard size and storage requirements, how to index millions of documents in the most efficient way and even how to preserve zero downtime at reindexing
Description
Learn Network Automation skills from scratch to an advanced level.
For attending this course you don't need any prior coding experience.
You will be learning all the required Python concepts in a practical way with Networking Examples
This will help you to get into the exciting world of most trending technology and raise your earning potential.
This course is designed for Network Engineers with less or no coding experience.
Throughout the session, we will be using Linux OS (preferably Ubuntu) for running Python scripts.
The IDE is PyCharm and Cisco devices will be used for demonstrating most of the device interactions. (vIOS, IOS-XE, NXOS etc)
The course will be starting with SSH fundamentals
Initially, Course will take you through Paramiko, Netmiko, NAPALM and Nornir Libraries' fundamentals
Paramiko invoke_shell and exec_command methods
Methods supported in Netmiko for device interactions
How to do Configuration parsing using Regular Expressions over SSH
How to enable logging in the script with a log file or event email triggers
How to schedule the Script execution without keeping the terminal opened
How to do IP address and subnet validations using Python
How to do multithreading for parallel execution on multiple devices
Read and write contents to a text file, JSON, YAML, and XML
Manage device inventories or config details in CSV files
Read the configuration data from CSV, YAML, JSON, or text files
How to use textfsm template
How to use Jinja2 templates for creating multiline configuration templates with loops or conditions
How to use NAPALM for multivendor support
How to use getters in NAPALM
How to use config merge, config compare, config replace and config rollback in NAPALMcreate
What is Nornir Framework
How to create an inventory file in Nornir
How to create tasks in Nornir
What are plugins in Nornir
NETCONF/YANG Data models with real-time examples
Netconf Automation using Python Ncclient
RESTCONF API Automation using Requests
Raspberry Pi Mocropython Network Monitoring and Automation examples
Course Update log (Latest Topics):
June 2023: Raspberry Pi Micro Python
May 2023: Command Line Arguments using Argparse
April 2023:VMWare ESXi CLI automation using Python
Python Fundamentals Covered:
Strings and String Methods
Bytes and Unicode
Exception handling
stdin, stdout, stderr in Python
File Operations
Config HTML Comparison using Python
Regex Fundamentals
For loop
While loop
if, else, elif
Functions and Modules
Object Oriented Programming: Classes Basics
Multithreading
lists, dictionaries, and its methods
sets, tuples
Pycharm debug Example
Mutable vs Immutable
datetime
schedule
Logging
Enumerate
Tabulate
Itemgettes
List comprehension
copy and deep copy
subprocess
JSON
XML
YAML
Mocropython for beginners
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