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Automated Machine Learning for Beginners (Google & Apple) (Udemy.com)

Learn AI: Computer Vision, NLP, Tabular Data - build powerful models with Google AutoML & Apple CreateML

Created by: AIBrain Inc.

Last updated October 2023

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What you will learn

  • Master Automated Machine Learning with Google Cloud AutoML & Apple Create ML
  • Train meaningful Machine Learning Models without a single line of code
  • Tackle problems in Computer Vision, Natural Language Processing and Regression
  • Identify & Solve Real-Life Machine Learning Problems
  • Build a Simple AI-Powered App for Android, iOS or both
  • Ideate your own Product as part of your Course Project

How it compares

Against the other 461 rated Udemy courses in Data Science on CourseDuck:

  • Rating4.4 out of 5higher than 28% of them
  • Reviews1,066#144 of 462 by number of reviews
  • Length3.6 hoursshorter than 76% of them
  • Last updatedOctober 2023earlier than 79% of them

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Course Description

Begin your AI journey with Automated Machine Learning!

This course focuses on giving you the big picture of Artificial Intelligence: the streamlined process of creating AI machine learning models. Leave the mathematical equations and Python coding aside and concentrate on what really matters!


Course Architecture guarantees Best Cognitive Learning Outcomes

Richard Shinn, PhD in AI and CEO of AIBrain, is the Chief Architect behind this course. He designed the entire course structure to help learners acquire cognitive skills; learning by examples first, then learning based on denotational semantics and operational semantics. This two-step approach is particularly useful when we deal with the complexity of real-world problems.


Learn Hands-On

From day 1, you will learn hands-on skills. You will follow our lab instructors to build Machine Learning models with AutoML. By the end of the course, you will be able to build a working AI-powered mobile app. Following Richard Feynman’s principle “What I cannot create, I do not understand” we teach practical knowledge from day one.

Deepen your Skills

To make sure that you will get a deep understanding of all the topics, you will have practical homework assignments accompanying all labs. Each lab has its own homework assignments to help you deepen the skills learned during the course. 

Gain a Certificate from a Leading AI Company

Kick-start your career in AI with an official certificate from a leading AI company! Upon completion of the course, you will be awarded with a verified certificate of completion. 

Complete a Term Project: Build your own ML Model

As part of this course, you will ideate your own AI-powered product that leverages Machine Learning. You will build a simple low-fidelity prototype of an AI-powered application before building a custom Machine Learning model with AutoML for your idea.

Get 1-1 Advice and Guidance

We have lab instructors available for 1-on-1 assistance in case you need help with your homework assignments. Reach out to our lab instructors any time in our AI School Community.

Join the AI School Community

Use our vivid AISchool Community and Discord channel to discuss with your peers and leverage the power of community. Share your questions and answers with lab instructors and fellow students. 

Evaluate your Progress

During your journey, you will always have the possibility to evaluate your progress and understanding of the materials through quizzes. This will help you to constantly measure your success and help to check your understanding of core concepts. 

Build your Professional Network

Stay in touch with your peers and leverage a professional network of like-minded AI practitioners. In our community, we provide a dedicated alumni channel for all successful graduates of our course.




The course takes you through 4 carefully structured topics.

Topic 1

Introduction to Automated Machine Learning

Find out how AutoML is transforming the data science game by enabling anyone to build machine learning models without a single line of code. Familiarize yourself with the 5-Step ML Pipeline to solve any Machine Learning problem, before building your very first AI-powered smartphone application in 30 minutes.


Topic 2

Vision AI with Google AutoML & Apple CreateML

AI can help computers to interpret and understand digital images. In this segment, you will train models that can accurately locate and classify objects.


Topic 3

NLP & Tables with Google AutoML & Apple CreateML

AI can help computers understand text and spoken words just like humans. Use SNS posts and new articles to train models to classify emotion and content.

AI can analyze patterns across data with numerous variables. Use tabular data to predict house prices.


Topic 4

Deploy AI in an Application

Easily deploy models on to your device and test it in real world settings.


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Udemy Discount

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Instructor Details

AIBrain Inc.

AIBrain is a tech start-up based in Palo Alto, California with its vision of augmenting human intelligence with AI. With its core technologies, AIBrain has won awards in numerous AI events:

• Tyche, Innovation Award, CES 2014 Category: Technology for a Better World, January 2014.

• Futurable 1, AI Gamification, top 30 game by Google Indie Game Festival, September 2016.

• 3rd place, Conv AI Challenge, December 2017, organized by Yoshua Bengio, NIPS 2017.

• SQuAD (Stanford Question Answering Dataset) 1.1 Leaderboard, PQMN, Jun 25, 2017.

• Joint launch of the AI Experience City Project with the St. Gallen Symposium and the Swiss City of St. Gallen to establish the world's first AI City, 2019.


AIBrain has also been actively involved in the Stanford Computer Forum as a member company since 2013. As an AI tech company, AIBrain has been frequently recognized as one of the top AI companies alongside Big Tech by market research institutes. Together with our technology operations in Berlin, Shenzhen, and Seoul, we are happy to offer the most practical AI training programs including:

• AI Product Manager, The Most Practical AI Program for All.

• Build Your Own Humanoid AI, with Gretchen: Open Humanoid AI Platform.

• Turing Football AI Academy, Berlin, Germany


Visit our website for more information


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Reviews

4.4

1,066 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Muhammad Fahim on 9/17/2025

Excited to start this AI & Machine Learning course! Looking forward to learning the basics, working on real projects, and building a strong foundation for future advanced studies.

By Kawthar Hijazi on 7/22/2025

as an introduction it was clear, explaining what we will take and study, and what are we going to do. I like to see animations if u could do in any next update or new courses :D

By HANNAN RAJA on 6/2/2025

I found this course to be a great introduction to Automated Machine Learning. The content was clear and well-structured, making complex concepts easier to understand for beginners. I appreciated the practical examples and real-world applications, which helped me grasp how to implement AutoML techniques effectively. Overall, it's a valuable resource for anyone looking to get started with Automated Machine Learning.

By Jose Antonio Romero Dueñas on 9/23/2024

Conceptos interesantes y claros, pero... Los conjuntos de datos proporcionados para los "laboratorios" (en Mac) están incompletos (Sin carpetas diferenciadas de entrenamiento "train" y validación "test", sin ficheros de configuración .csv, .json) y por lo tanto no se pueden hacer de forma sencilla, sin trabajo adicional por parte del alumno. Los enlaces a la plataforma aibrain no funcionan. Parece una formación que quiera que subas ideas a su plataforma. ----- Interesting and clear concepts, but... The data sets provided for the "labs" (on Mac) are incomplete (no separate training "train" and validation "test" folders, no .csv, .json configuration files) and therefore cannot be done easily, without additional work by the student. The links to the aibrain platform do not work. It seems like a training that wants you to upload ideas to its platform.

By Rufus Derrick R on 7/24/2024

The course is great, with a structured concepts. Why the learner as to wait for his/her certification for other's to verify, can the course administrator do this. There has to be someone to give feedback for our projects. It would be really helpful, if we can have the certificates as soon as possible,

By WAJA DADKARIM on 8/25/2023

The course is very good as well as the instructor but is very difficult to understand without using a cursor or a pointer. Please use a pointer to highlight the portion of the slide to which you explaining.

By Terry Yoon on 8/14/2023

I wanted to apply AI to work. But I didn't know how to do it. I am very happy to know the big frame through this lecture.

By Akinyemi Tolulope Israel on 6/19/2023

I have never done this before neither have an idea, taking this course, my horizons are widening and I'm getting acquainted. Thank you.

By Scarlett L on 7/21/2022

As an IT project manager who doesn't have a computer science related background, this course was a good opportunity to learn more about Artificial Intelligence, which is always a fascinating topic I wished to explore further. It is a well-organized course to guide beginners in this sector to understand new topic.

By Ams on 12/9/2021

I can honestly say that this is easily the best course on Auto ML for beginners. I have used almost all the techniques I learnt in this course at school and at my Job. Given that Auto ML with smartphone apps is the future, the course was very informative and explained everything with project examples. Thank you to the team at AIBrain.

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Overall Score : 88 / 100