Machine Learning Engineer Learning Path

Google Cloud Machine Learning Engineer Learning Path

PremiumNewProductEducationMachine LearningGoogle Cloud

Google Cloud's Machine Learning Engineer Learning Path is a curated set of online courses and labs designed to equip learners with practical hands-on experience in Google Cloud technologies. It covers key skills in designing, building, deploying, optimizing, running, and maintaining machine learning systems. Upon completion of this learning path, learners can further pursue the Google Cloud Machine Learning Engineer certification, laying a solid foundation for career advancement.

Google Cloud Platform Basic Function Operations
Introduction to AI and Machine Learning Services
Data Quality Improvement and Exploratory Data Analysis
Building
Training
and Deploying Machine Learning Models Using Vertex AI AutoML
TensorFlow and Keras Model Design
Improving Machine Learning Model Accuracy
Scaling Machine Learning Model Usage
Feature Engineering

Suitable for individuals or teams looking to build and deploy machine learning solutions on the Google Cloud platform
especially data scientists
AI developers
and machine learning engineers.

Build a machine learning model without code using Vertex AI AutoML
Design and optimize machine learning models using TensorFlow and Keras
Apply machine learning workflows to solve real-world problems in an enterprise environment
Utilize MLOps tools and practices to deploy and manage production-level machine learning systems

Visit

Machine Learning Engineer Learning Path Visit Over Time

Monthly Visits

3557452

Bounce Rate

41.90%

Page per Visit

6.7

Visit Duration

00:08:27

Machine Learning Engineer Learning Path Visit Trend

Machine Learning Engineer Learning Path Visit Geography

Machine Learning Engineer Learning Path Traffic Sources

Machine Learning Engineer Learning Path Alternatives

Ploomber Cloud — Ploomber Cloud is a collaborative platform for data science.

Programming•Data Science•Machine Learning

Domino Data Lab — An open-source enterprise-level data science platform

InternationalSelection•Data Science•Development Programming

186

IBM Watson Studio — IBM Watson Studio is an integrated development environment (IDE) designed for building, running, and managing AI models.

Programming•Development Programming•Machine Learning

324

Trillium TPU — The sixth-generation Tensor Processing Unit from Google, providing exceptional performance for AI workloads.

Productivity•Machine Learning•High-Performance Computing

Countless.dev — AI model comparison tool, free and open-source

Productivity•AI models•comparison tool

ChatGPT Pro — Scalable access plan for cutting-edge AI models.

InternationalSelection•Machine Learning•Data Science

264

DataChain — A modern Python data frame library designed specifically for artificial intelligence.

Productivity•Machine Learning•Artificial Intelligence

132

awesome-LLM-resources — A comprehensive collection of global large language model resources.

Productivity•Large Language Models•Resource Aggregation

DeepLearning.AI — A platform offering professional courses and resources in the field of AI.

InternationalSelection•Machine Learning•Deep Learning

156

xAI — AI to Accelerate Human Scientific Discovery

204

Data-Juicer — A one-stop data processing system that provides high-quality data for large language models.

Productivity•Machine Learning•Data Science

258

UbiOps — AI Model Serving and Orchestration Platform

Productivity•AI Model Serving•Machine Learning

LAMDA-TALENT — Comprehensive Tabular Data Learning Toolbox and Benchmarking Platform

Programming•Tabular Data•Deep Learning

AI Online Course — Offers the best resources on artificial intelligence, covering machine learning, data science, and natural language processing.

Education•Artificial Intelligence•Machine Learning

372

Next AI Jobs — Discover the best AI jobs and career opportunities in artificial intelligence, machine learning, natural language processing, and data science.

Business•Artificial Intelligence•Machine Learning

114

AutoTrain — Automatically train, evaluate, and deploy cutting-edge machine learning models without coding.

Productivity•AutoML•Machine Learning

432

MyGO — Multimodal Knowledge Graph Completion Tool

Programming•Knowledge Graph•Multimodal Learning

426

FibonacciKu — Personalized AI learning assistant

Education•AI Learning Assistant•Artificial Intelligence

126

Google AI Studio — Google AI Studio is a platform on Google Cloud for building and deploying AI.

Programming•Machine Learning•Google Cloud

16434

Best AI Jobs — The best selection for jobs in AI, machine learning, and data science.

Productivity•Artificial Intelligence•Machine Learning

DataEndpoint.co — Discover the best machine learning APIs without the hassle of making requests and predictions

Productivity•Machine Learning•API Marketplace

Best AI Websites & Tools