2026 Bootcamp: Generative AI, LLM Apps, AI Agents, Cursor AI

2026 Bootcamp: Generative AI, LLM Apps, AI Agents, Cursor AI - From zero to professional level: learn the keys to Generative AI, LLM Apps, AI Agents, and Cursor AI.

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This Online Bootcamp is a compact and accelerated version of our 400-hour in-person master's program.


It has four parts:

- In Part 1, you will learn the keys to Artificial Intelligence and the new Generative AI, as well as its potential to revolutionize businesses, startups, and employment.

- In Part 2, you will learn to build professional-level LLM Applications and AI Agents using a safe and error-free learning environment. You will also learn how to build Advanced RAG Apps, Multimodal Apps, Dynamic Agents, Multi-Agent Apps, and how to manage LLMOps.

- In Part 3, you will learn how to build traditional and Gen AI apps without coding using Cursor AI and the new AI Coding Assistants. You will learn what are AI Coding Assistants like Cursor AI, Claude AI, v0, o1, Replit Agent, etc, and how to increase their performance by combining them with tools like the Replit platform, simplified backends like Firebase, Replicate AI, Stable Fusion, or Deepgram. You will also learn about the new AI Agents that can work in your computer: Open Claw Bots, Clawdbots, Moltbots, and Moltbook.

- In Part 4, you will learn how to create SaaS applications without coding using Cursor AI. You’ll also see, through two high-level real-world examples, how Generative AI is transforming the SaaS (Software as a Service) model.


By the end of this program, you will know how to do the following:

AI AND BUSINESS

    Know the businesses that AI puts at risk of disappearing.

    Know the new opportunities created by AI for businesses.

    Design a plan to introduce AI into your company.

    Select an appropriate pilot project to introduce AI into your company.

    Form the first AI team in your company.

    Prepare your company's AI strategy.


AI AND STARTUP

    Identify 100 opportunities to create AI startups.


AI AND EMPLOYMENT

    Know the professions that AI puts at risk of disappearing.

    Know the new professions created by AI.


LLM APPLICATIONS AND AI AGENTS, THE APPLICATIONS WITH THE GREATEST POTENTIAL OF GENERATIVE AI.

    Know the main use cases of LLM Applications in businesses and startups.

    RAG LLM Applications.

    Multimodal LLM Applications.

    AI Agents.

    Multi-Agent LLM Applications.


CREATION OF PROFESSIONAL LLM APPLICATIONS AND AI AGENTS.

    You will learn the differences between LLM Applications and AI Agents.

    You will learn the Architecture of an LLM Application.

    You will learn how to learn programming languages like Python and Javascript.

    You will learn to work with your computer's terminal.

    You will learn to work with Jupyter notebooks.

    You will learn to work with code editors like Visual Studio Code.

    You will learn to work with virtual environments.

    You will learn to work with hidden files to save credentials.

    You will learn how to use different LLM models (OpenAI, DeepSeek, Meta, Mistral, Anthropic, Groq, etc).

    You will learn the RAG (Retrieval Augmented Generation) technique.

    You will learn to use LangChain, including the new 1.0 version and later.

    You will learn to use the LangChain Expression Language (LCEL).

    You will learn LCEL in depth.

    You will learn how to work with Middleware and Dynamic Agents.

    You will learn to use the new versions of LangChain (1.0 and later).

    You will learn to use LlamaIndex.

    You will learn to use the OpenAI API.

    You will learn to use OpenAI's functions.

    You will learn to use LangSmith.

    You will learn to use LangServe and the new ways to deploy LangChain apps.

    You will learn to use templates of LangChain and LlamaIndex.

    You will learn what AI Agents are and how to create them.

    You will learn to create prototypes of LLM applications and AI Agents with LangChain, Streamlit, and Agent Chat UI.

    You will learn to create full-stack CRUD applications with Nextjs, FastAPI, and Postgres.

    You will learn to create professional full-stack LLM applications with LangChain, LlamaIndex, Nextjs, Tailwind CSS, FastAPI, Flask, and Postgres.

    You will learn to use vector and traditional databases.

    You will learn to deploy applications on Vercel and Render.

    You will learn to use AWS S3 as a remote storage platform.

    You will learn to use ChatGPT as a programming assistant.

    You will learn to use GPT4-Vision and GPT4o.

    You will learn to work with Github and Github Codespaces.

    You will learn what LLMOps is and how to use it in your LLM Applications and Agents.

    You will learn the principles of Responsible AI and how to use them in your LLM Applications.

    You will learn how to build advanced RAG LLM Applications and Agents.

    You will learn how to build the new Multimodal LLM Applications.

    You will learn how to build the new AI Agents.

    You will learn how to build Multi-Agent Applications.

    You will learn to use LangGraph.

    You will learn to use CrewAI.

    You will learn about the new Deep Agents framework.


APP DEVELOPMENT WITHOUT CODING USING CURSOR AI AND THE NEW AI CODING ASSISTANTS

    Cursor AI, the new AI Coding Assistants and the future of software development.

    Analysis of Cursor AI and the top AI Coding Assistants.

    Top strategies and techniques to get the most from Cursor AI.

    The best Cursor AI combo for beginners: custom starter template, Replit, v0, and Firebase.

    How to build 6 complete projects without coding using Cursor AI: from a simple to-do list app, to a social network, a chatbot, a tex-to-image app, a voice-to-text app, and a basic full-stack SaaS app with authentication and payment systems.

    You will also learn about the new AI Agents that can work in your computer: Open Claw Bots, Clawdbots, Moltbots, and Moltbook.

HOW GENERATIVE AI IS DISRUPTING THE SAAS BUSINESSES

    How Generative AI is replacing major SaaS apps like Salesforce and Workday.

    How AI Agents are killing SaaS apps.

    The future of SaaS and Micro SaaS.


The Bootcamp consists of:

    More than 750 lessons divided into sections.

    More than 750 videos.

    More than 400 attached presentations.

    More than 300 practical notebooks.

    60 practical code repositories on Github.

    55 LLM applications of different difficulty levels: basic, intermediate, and advanced.

    Material for more than 400 hours of study and practice for the student.

    3 downloadable books valued at $100: "Keys to Artificial Intelligence", "100 AI Startups that made more than $500,000 before the first year" and "Prompt Engineering for Beginners".


Topics included in this Bootcamp:

AI, Generative AI, AI Applications, LLM Applications, Multimodal LLM Applications, chatGPT, Llama2, GPT-4 Vision, GPT4o, Full-Stack Applications, LangChain, LangChain Expression Language (LCEL), LangChain v1.0 LlamaIndex, OpenAI, OpenAI API, RAG, RAG Technique, Vector databases, Postgres, Pinecone, Chroma, DeepLake, Streamlit, Nextjs, Tailwind CSS, Vercel, FastAPI, Flask, Render, AWS S3, LangSmith, LangServe, LangChain Templates, LlamaIndex Templates, LLMOps, Responsible AI, LangGraph, CrewAI, Multi-Agent LLM Apps, AI Agents, Groq, Llama3, Mixtral, Cursor AI, Cursor, Composer, v0, Claude AI, Claude 3.5 Sonnet, o1, o1-preview, o1-mini, Replit Agent, Replit, Firebase, Supabase, Replicate AI, Stable Fusion, Deepgram, SaaS, Micro SaaS, DeepSeek, Deep Agents.

Data Analysis | SQL,Tableau,Power BI & Excel - Real Projects

 Data Analysis | SQL,Tableau,Power BI & Excel - Real Projects - 4-in-1 bundle: Practical learning of the essential tools used in Data Science with hands on examples and projects

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What you'll learn

• Learn and Understand SQL and it's role in Data Analysis.
• Develop proficiency in writing complex SQL queries to extract, manipulate, and analyze data.
• Develop the skills to clean, transform, and prepare data for analysis using Excel.
• Learn how to effectively use Power BI to create interactive visualizations.
• Apply the learned concepts and techniques to real-world data analysis projects.
• Gain expertise in Tableau to create compelling data visualizations and interactive reports.
• Build a solid foundation for a career in data analysis and be prepared for further learning and professional growth in the field.

Description

If you're interested in becoming a data analyst you're in the right place!

In this course, you will learn how to master the key techniques and concepts required to extract, manipulate, visualize, and analyze data effectively. Whether you're a beginner or have some experience with data analysis, this course will cater to your needs and help you gain a competitive edge in the rapidly growing field of data analytics.

Here's what you can expect to learn:

SQL Fundamentals: Dive into the world of structured query language (SQL) and learn how to write powerful queries to extract and manipulate data from databases. From basic SELECT statements to advanced JOINs, subqueries and aggregate functions, you'll gain a comprehensive understanding of SQL. This section is available for Mac and Windows laptops and computers.

Tableau Fundamentals: Unleash the potential of Tableau, a leading data visualization and exploration tool. Learn how to connect to data sources, create stunning visualizations using drag-and-drop techniques, and build interactive dashboards to uncover valuable insights. This section is available for Mac and Windows laptops and computers.

Power BI Essentials: Explore the capabilities of Power BI, Microsoft's powerful business intelligence tool. Discover how to import, transform, and model data from various sources, create interactive visualizations, and design compelling reports and dashboards. This section is only available for Windows users.

Excel for Data Analysis: Excel remains a fundamental tool for data analysis, and in this course, you'll harness its power. Explore common features used by data analysts such as formulas, pivot tables, data cleaning, and conditional formatting to efficiently analyze and present data. This section is available for Mac and Windows laptops and computers.

Why Enroll in this Course?

Comprehensive Approach: Gain proficiency in four essential tools used by data analysts, allowing you to tackle a wide range of data analysis tasks.

Hands-On Learning: Through practical exercises and real-world examples, you'll apply your knowledge to solve realistic data analysis challenges.

Practical Projects: Work on exciting projects that simulate real-world scenarios, enabling you to build a portfolio of practical data analysis skills.

Expert Instruction: Learn from experienced instructors who have extensive industry knowledge and a passion for teaching data analysis.

Career Advancement: Equip yourself with the skills demanded by the job market and unlock lucrative career opportunities as a data analyst or business intelligence professional.

Who this course is for:

• Beginners: Individuals who have little to no prior experience with data analysis or the mentioned tools but are eager to learn and build a foundation in data analysis.
• Aspiring Data Analysts: Individuals who want to pursue a career in data analysis and need to develop a strong understanding of SQL, Power BI, Tableau, and Excel.
• Anyone interested in Data Analysis: Individuals with a general interest in data analysis and a desire to learn SQL, Power BI, Excel, and Tableau to explore and analyze data in various contexts.

Playwright: Web Automation Testing From Zero to Hero

Playwright: Web Automation Testing From Zero to Hero - Complete Playwright test automation course with TypeScript. Best practices, API testing, Page Objects, Advanced features

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Playwright - test automation framework developed by Microsoft. Modern, highly customizable and reliable.

This class covers all fundamental concepts of the framework. We begin from scratch, starting with setup and configuration and then a hands-on framework overview to familiarize yourself with the environment. Then from lesson to lesson, we slowly increase complexity. All lessons have a logical progression and are connected. The next lesson in the section builds up a new concept on top of what was learned in the previous lesson. This is also related to the code demonstrated in the class. We will have two test applications, and slowly over the course will add more and more code uncovering new topics.

How to follow the class
Watch all lessons in the order they have been published. Write the code from the class along with me. If needed, pause the video to complete the code. Practicing - is the best way to learn. Also, I would recommend watching the lessons in full-screen mode because sometimes the text on the screen can be small and hard to read. If you skip lessons or watch them not in order, be ready that you may have a feeling of a knowledge gap, or that something is not clear.

What you will learn:

    How to install Playwright from scratch as a new independent project or add to an existing front-end application project.

    JavaScript Fundamentals in case you are a beginner to programming.

    How to run tests using the command line interface, UI mode, Playwright extension, and debug tests

    How to organize tests, structure tests, use test hooks

    HTML terminology, locator syntax rules, and Playwright best practices to locate web elements.

    Different types of assertions, how auto-waiting concept works, and how to configure different timeouts.

    How to work with different UI components, such as input fields, radio buttons, checkboxes, lists, tooltips, dialog boxes, date pickers, web tables, iFrames, sliders, drag and drop.

    What is the Page Object Model. How to organize test framework code with Page Objects. Recommended architecture for Page Object model with Playwright

    How to work with APIs: API mocking, API requests, intercept API calls, shared storage state, API authentication

    Multiple advanced topics: fixtures, global setup and teardown, parallel execution, test tags, test retries, visual testing, mobile device emulation, reporters, environment variables, and test execution in Docker container.

By the end of the class, you'll be familiar with all important Playwright concepts to be able to automate pretty much any web application.

FastAPI - The Complete Course 2026 (Beginner + Advanced)

Dive in and learn FastAPI from scratch! Learn FastAPI, RESTful APIs using Python, SQLAlchemy, OAuth, JWT and way more!

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Welcome to the #1 BEST SELLING FASTAPI course on Udemy!

Learn how to BUILD and DEPLOY FastAPI applications from scratch! Including RESTful APIs and Full Stack applications!

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FastAPI and Python are two of the hottest technologies in the market for building high performing APIs.

By the end of this course, you will have built production ready RESTful APIs, a production ready Full Stack application, full authentication/ authorization, setup production ready databases, and deployed your FastAPI application so the world can use YOUR app.

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Understanding and knowing how to build APIs with FastAPI and Python can improve the job you have, get you a new job or even create multiple contract roles! These skills are are needed everywhere, and some of the highest paying job postings are asking for Python developers with FastAPI experience.

In this complete FastAPI course I will quickly get you up to speed, by walking you through the FastAPI framework from the beginning to the end! Whether you are interested in expanding your current craft, want to change careers or simply wanting to learn a very popular topic, then this course is for you! You will be using modern technologies including: PyCharm, Python, FastAPI, bcrypt password hashing, and  JSON Web Tokens (JWT)

Why is FastAPI the fastest growing Python web development framework in the market?

To make it simple, FastAPI covers all aspects of APIs. FastAPI comes with a lot out of the box, and is one of the fastest and highest performing web frameworks available. This makes web development rapid, while making use of one of the most popular programming languages in the world, Python.

This course is designed with beginners in mind! This means no matter what kind of background you come from, you will be able to learn one of the hottest frameworks in the market. All you need is some basic python knowledge, and you will be off creating APIs from scratch protected behind JSON Web Tokens (JWT)

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In this course, you will get (not only):

- All source code is available for download

- Responsive Instructor: All questions answered within 24 hours

- Professional video and audio recordings (check the free previews)

- High quality closed-captions / subtitles available for English (new!)

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Content and Overview:

Install & Setup Python, IDE & FastAPI

Overview of FastAPI Projects

Installation of a virtual environment for your FastAPI project

Create the HTTP Request Methods (GET, POST, PUT, DELETE)

Data Validation

HTTP Response Status Codes

Working with dynamic data and models

Save dynamic data to Database

Handling user input & forms

Advanced features like Registration, Authentication (bcrypt) & Authorization (JWT)

Database relationships (CASCADE, etc)

Setup production database (MySQL)

Routing

Full Stack Development

Deploy your application so the world can use it

And more!

Course videos are regularly updated to keep up with the newest updates and information. The codingwithroby community is very active, so always know that if you have a question you will receive an answer within 24 hours!

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See what other students are saying about my courses!

"I have been looking for a good API and Web Services course and this has by far exceeded my expectations. Thank you for creating an information, easy to follow course."

"The instructor makes the concept easy to understand and learn."

"Eric is a great instructor and broke down everything about Django to get me started with building my first web application. I highly recommend this course. I have learned more than I was expecting and easier than I thought!"

"The course taught me the basics needed to be able to program using python. All the things taught here are very helpful to me and I used them regularly."

"Clear, crisp and covered a wide array of topics on python. Thanks Eric for the course."

"Eric has done a great job explaining core concepts and how they relate with Django and Python."

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No Risk – Money-Back Guarantee

Finally, there is no risk. Once you purchase the course, if for some reason you are not happy with the course, Udemy offers a 30-day money back guarantee.

So you have nothing to lose, sign up for this course and learn how to build APIs using FastAPI and Python!

It is time to level up your career and become a Python API developer!

Target Audience

Basic Python knowledge

No experience required for FastAPI. I will teach you FastAPI from the beginning.

Who this course is for:

• Beginner Python developers curious about FastAPI
• Python developers wanting to develop high performing APIs
• Web developers that want to get into backend APIs using Python
• Anyone that is curious about how APIs are developed using FastAPI

Generative AI and Prompt Engineering For Absolute Beginners

Generative AI and Prompt Engineering For Absolute Beginners
Mastering Generative AI: Unlock the Power of Prompt Engineering

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Description

This course contains the use of artificial intelligence.

Unlock the power of Generative AI and Prompt Engineering with this engaging and hands-on course designed to take you from beginner to expert. Whether you’re looking to boost your productivity, enhance your career prospects as an AI Engineer, or simply harness the potential of AI tools like ChatGPT, this course provides the perfect roadmap to success.

Through highly engaging animations, step-by-step tutorials, and several hands-on practice activities, you’ll gain practical experience that sets you apart in the competitive AI landscape.


What You'll Learn:

    Master the fundamentals of Generative AI and understand how it revolutionizes content creation.

    Learn effective prompt engineering techniques to get the most accurate and creative AI responses.

    Develop advanced prompting skills to tackle real-world challenges in various domains.

    Gain hands-on experience with AI models like ChatGPT, DALL-E, and other popular tools.

    Discover how to use AI to boost your productivity in work and daily life.

    Automate workflows using Zapier and n8n, even if you've never built an automation before

    Build real web applications with Lovable using Vibe Coding, zero coding experience needed

    Analyse and visualise data using Microsoft Copilot in Excel, no data science background required

    Use Google AI Studio for screen sharing, image editing and AI video generation with Google VEO from scratch

    Create social media ads and copy using Copy AI, no marketing experience needed

    Master ChatGPT Projects, Canvas Mode, and custom GPT tools, starting from the basics

    Voice AI Agents: Learn to design real-world Voice AI Agents

    AI Adoption Strategy: Master the art of leading AI adoption in your organisation through a structured process

    Prepare yourself for a future-proof career in AI with industry-relevant skills.


Why Take This Course?

    Engaging Animated Content: Complex AI concepts explained with clear and fun animations to make learning easy and enjoyable.

    Practical Hands-on Activities: Apply what you learn with interactive exercises, real-world case studies, and quizzes.

    Career-Oriented Approach: Whether you're aspiring to become an AI Engineer, AI Consultant, or looking to enhance your skillset, this course equips you with the right tools and knowledge.

    Boost Productivity: Learn how AI can automate tasks, improve efficiency, and help you achieve more in less time.

    No Prior Experience Needed: This course is beginner-friendly and provides step-by-step guidance for everyone, from students to professionals.

Who Should Enroll?

    Anyone interested in learning how to leverage Generative AI effectively.

    Aspiring AI Engineers looking to build a solid foundation in prompt engineering.

    Entrepreneurs, marketers, and professionals who want to enhance productivity using AI tools.

    Content creators looking to automate and optimise their workflows.

This course contains promotional materials.

Ultimate AWS Certified Developer Associate 2026 DVA-C02

Ultimate AWS Certified Developer Associate 2026 DVA-C02 - Full Practice Exam with Explanations included! PASS the Amazon Web Services Certified Developer Certification DVA-C02

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Welcome! I'm here to help you prepare and PASS the newest AWS Certified Developer Associate exam.

[DVA-C02 - February 2023 Update]: Over 60 videos have been refreshed/added to keep up with DVA-C02 exam changes

[April 2022 Update]: Over 30 videos have been refreshed/added to keep up with the AWS UI changes and exam changes

[April 2021 Update]: Over 100 videos have been refreshed/added to keep up with the AWS UI changes and exam changes

[Dec 2020 Update]: The S3 section has been entirely re-recorded to accommodate for the AWS UI changes

[May 2020 Update]: Over 200 lectures have been added or refreshed, bringing the course to 29 hours of content, and fully up to date.

[July 2019 Update]: Over 30 lectures added and refreshed (~2h of video)! The course is now up to date on the newest exam topics.

[Feb 2019 Update]: Keeping the course updated! Added full section on ECS (1h15m)

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The AWS Certified Developer Associate certification is one of the most challenging exams. It's great at assessing how well you understand not just AWS, but the new cloud paradigms such as Serverless, which makes this certification incredibly valuable to have and pass. Rest assured, I've passed it myself with a score of 984 out of 1000. Yes, you read that right, I only made one mistake! Next, I want to help YOU pass the AWS Certified Developer Associate certification with flying colors. No need to know anything about AWS, beginners welcome!

This is going to be a long journey, but passing the AWS Certified Developer exam will be worth it!

This course is different from the other ones you'll find on Udemy. Dare I say, better (but you'll judge!)

It covers in-depth all the new topics on the AWS Certified Developer Associate DVA-C02 exam

It's packed with practical knowledge on how to use AWS inside and out as a developer

It teaches you how to prepare for the AWS exam AND how to prepare for the real world

It's a logical progression of topics, not a laundry list of random services

It's fast-paced and to the point

It has professional subtitles

All 400+ slides available as downloadable PDF

Concretely, here's what we'll learn to pass the AWS Certified Developer Associate exam:

The AWS Fundamentals: IAM, EC2, Load Balancing, Auto Scaling, EBS, Route 53, RDS, ElastiCache, S3

The AWS CLI: CLI setup, usage on EC2, best practices, SDK, advanced usage

Properly deploy an application: AWS Elastic Beanstalk, CICD, CodeCommit, CodePipeline, CodeBuild, CodeDeploy

Infrastructure as code with AWS CloudFormation

Monitoring, Troubleshooting & Audit: AWS CloudWatch, X-Ray, CloudTrail

AWS Integration & Messaging: SQS, SNS, Kinesis

AWS Serverless: AWS Lambda, DynamoDB, API Gateway, Cognito, Serverless Application Model (SAM)

ECS, ECR & Fargate: Docker in AWS

AWS Security best practices: KMS, Encryption SDK, SSM Parameter Store, IAM Policies

AWS Other Services Overview: CloudFront, Step Functions, SWF, Redshift

Tips to ROCK the exam

This course is full of opportunities to apply your knowledge:

There are many hands-on lectures in every section

There are quizzes at the end of every section

There's an AWS Certified Developer Associate practice exam at the end of the course

We'll be using the AWS Free Tier most of the time

I'll be showing you how to go beyond the AWS Free Tier (you know... the real world!)

Take a look at these student reviews:

5 stars: "I just passed my AWS Certified Developer Associate exam with 96% and this course was extremely helpful in closing the gaps in my own understanding/experience. It was very easy to follow and informative." - Derek C.

5 stars: "This was a perfect match for what I was seeking. It has been about 8 years since I used the AWS cloud frequently (other clouds and hybrids). Seeing a lot of the updates to services with some hands-on has been very helpful." – James C.

5 stars: "Course is presented such way in detailed level with great diagram explanation. It's helped me to clear my AWS Certified Developer Associate exam successfully with a 92% pass rate" - Edward K.

5 stars: "This course was very interesting and full of great information and hands-on examples. Stephane did a very good job of assembling it all together and delivers it with so much knowledge and passion." - Abdennour T.

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Instructor

My name is Stéphane Maarek, I am passionate about Cloud Computing, and I will be your instructor in this course. I teach about AWS certifications, focusing on helping my students improve their professional proficiencies in AWS.

I have already taught 1,500,000+ students and gotten 500,000+ reviews throughout my career in designing and delivering these certifications and courses!

With AWS becoming the centerpiece of today's modern IT architectures, I've decided it's time for students to learn how to be an AWS Developer Associate. So, let’s kick start the course! You are in good hands!

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This course also comes with:

Lifetime access to all future updates

A responsive instructor in the Q&A Section

Udemy Certificate of Completion Ready for Download

A 30 Day "No Questions Asked" Money Back Guarantee!

Join me in this course if you want to become an AWS Certified Developer Associate and master the AWS platform!