The Best Free AI Training Courses from Google
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Artificial Intelligence (AI) has become one of the most revolutionary technologies that is transforming industries around the world. With the increasing importance of AI in our daily lives, there is a growing need for skilled professionals. To help you jumpstart or advance your career in AI, Google offers several free training courses to learn the fundamentals as well as advanced techniques in the field. In this article, we will explore some of the best free AI training courses provided by Google.
1. Google AI Education
Google AI Education is an excellent starting point for anyone looking to learn about AI and machine learning. The website offers a comprehensive collection of resources, including educational materials, tutorials, and hands-on exercises. Some of the featured courses on Google AI Education include:
– Machine Learning Crash Course: This popular course provides an introduction to machine learning concepts and techniques, using TensorFlow as the primary tool for building models. It does not require any prior knowledge of machine learning and is perfect for beginners.
– TensorFlow Tutorials: These tutorials are intended for those who have a basic understanding of machine learning and want to learn more about implementing models using TensorFlow.
2. Google Cloud Training – AI and Machine Learning Fundamentals
Google Cloud Training offers free online courses on cloud computing services, including machine learning and AI. Among them is the “AI and Machine Learning Fundamentals” course which provides an overview of Google Cloud’s machine learning capabilities and technologies. Throughout this course, you will learn about:
– Introduction to cloud-based machine learning platforms and their features
– Building machine learning models using pre-trained models or custom algorithms
– Deploying and managing AI models on Google Cloud
– Exploring use cases like image recognition, sentiment analysis, and translation
3. Coursera – DeepLearning.AI TensorFlow Developer Professional Certificate by Google
This renowned Coursera program covers everything you need to kickstart your career as a TensorFlow developer. Although the certification itself is not free, the course content can be accessed without cost by choosing the “audit” option during enrollment. The four courses within this program are:
– Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning: This course teaches the basics of TensorFlow, and you will build your first AI models.
– Convolutional Neural Networks with TensorFlow: Learn how to apply convolutions to process images using TensorFlow.
– Natural Language Processing with TensorFlow: This course covers NLP techniques and how to use them effectively in TensorFlow.
– Sequences, Time Series, and Prediction with TensorFlow: Here you will learn about recurrent neural networks (RNN), LSTMs, and application of these models in time series prediction.
4. Kaggle
Kaggle, a company owned by Google since 2017, offers a wide range of online courses and competitions related to data science and machine learning. Some of their AI training courses include:
– Intro to Deep Learning: This 3-hour course provides an introduction to deep learning using TensorFlow.
– Intro to AI Ethics: Kaggle offers an introductory course on ethical considerations when developing AI technology.
By enrolling in these free AI training courses from Google, you’ll gain invaluable knowledge and develop new skills to stay ahead in the artificial intelligence industry. Don’t miss out on this opportunity to learn from the leaders in tech!