Google performs a vital position in advancing AI by creating cutting-edge applied sciences and instruments like TensorFlow, Vertex AI, and BERT. Its AI programs present invaluable information and hands-on expertise, serving to learners construct and optimize AI fashions, perceive superior AI ideas, and apply AI options to real-world issues. This text lists the highest AI programs by Google that present complete coaching on varied AI and machine studying applied sciences, equipping learners with the talents wanted to excel within the quickly evolving subject of AI.
Introduction to AI and Machine Studying on Google Cloud
This course introduces Google Cloud’s AI and ML choices for predictive and generative initiatives, protecting applied sciences, merchandise, and instruments throughout the data-to-AI lifecycle. It helps knowledge scientists, AI builders, and ML engineers improve their expertise by means of participating studying experiences and sensible workout routines.
Function Engineering
This course explores the advantages of Vertex AI Function Retailer, bettering ML mannequin accuracy and figuring out helpful knowledge options. It contains labs on characteristic engineering with BigQuery ML, Keras, and TensorFlow.
Examine Wealthy Paperwork with Gemini Multimodality and Multimodal RAG
This course covers utilizing multimodal prompts to extract info from textual content and visible knowledge and generate video descriptions with Gemini. Individuals be taught to construct metadata for paperwork containing textual content and pictures, retrieve related textual content chunks, and print citations utilizing Multimodal RAG with Gemini.
TensorFlow on Google Cloud
This course covers designing TensorFlow enter knowledge pipelines and constructing ML fashions with TensorFlow and Keras. Individuals discover ways to enhance mannequin accuracy and write scalable, specialised ML fashions.
Pc Imaginative and prescient Fundamentals with Google Cloud
This course covers laptop imaginative and prescient use circumstances and machine studying methods, from utilizing pre-built ML APIs to constructing customized picture classifiers with linear, DNN, or CNN fashions. It teaches mannequin accuracy enchancment strategies and sensible options for knowledge limitations. Learners will acquire hands-on expertise with picture classification fashions utilizing public datasets.
Pure Language Processing on Google Cloud
This course introduces Google Cloud merchandise and options for fixing NLP issues. It covers methods to develop NLP initiatives utilizing neural networks with Vertex AI and TensorFlow.
Manufacturing Machine Studying Methods
This course covers implementing static, dynamic, and steady manufacturing ML methods, in addition to batch and on-line processing. Individuals find out about TensorFlow abstraction ranges, distributed coaching choices, and writing customized estimator fashions.
Introduction to Generative AI
This introductory microlearning course explains Generative AI, its purposes, and its variations from conventional machine studying. It additionally contains steering on utilizing Google Instruments to develop your personal Generative AI purposes.
Introduction to Giant Language Fashions
This course covers giant language fashions (LLMs), their use circumstances, and methods to improve their efficiency with immediate tuning. Similar to the earlier course, this one additionally contains steering on utilizing Google instruments to develop your personal Generative AI apps.
Transformer Fashions and BERT Mannequin
This course introduces the Transformer structure and the BERT mannequin, protecting parts just like the self-attention mechanism. It covers how BERT is constructed and used for duties equivalent to textual content classification, query answering, and pure language inference.
Introduction to Accountable AI
This course explains what accountable AI is, its significance, and the way Google implements it in its merchandise. It additionally introduces Google’s 7 AI rules.
Introduction to Vertex AI Studio
This course introduces Vertex AI Studio for prototyping and customizing generative AI fashions. It teaches in regards to the generative AI workflow and methods to use Vertex AI Studio for Gemini multimodal purposes, immediate design, and mannequin tuning.
Immediate Design in Vertex AI
This course covers immediate engineering, picture evaluation, and multimodal generative strategies in Vertex AI. Individuals be taught to craft efficient prompts, information generative AI output, and apply Gemini fashions to real-world advertising situations.
Accountable AI: Making use of AI Rules with Google Cloud
This course teaches methods to operationalize accountable AI in your group utilizing Google Cloud’s finest practices and classes realized. It additionally teaches the significance of constructing AI responsibly as enterprise use grows and covers the sensible frameworks for creating your personal accountable AI method.
Vector Search and Embeddings
This course introduces Vertex AI Vector Search and methods to construct a search software utilizing LLM APIs for embeddings. It contains classes on vector search and textual content embeddings, sensible demos, and a hands-on lab.