Best Machine Learning Online Courses from Google
In this era of Artificial Intelligence, one of the most sought-after online courses is Machine Learning.
Google learning platform is a major player among the top online learning platforms.
Google offers several online courses in Machine Learning.
What are the features of Google Machine Learning Courses?
These include fundamental and Advanced courses and short-term and long-term courses.
They incorporate:
- Series of lessons with video lectures.
- Real-world case studies.
- Hands-on practice exercises.
Machine Learning Fundamental courses:
Introduction to Machine Learning
A short 20 min course to introduce ML.
Machine Learning Crash Course
with TensorFlow APIs
This is a crash course on Machine learning fundamentals.
A full library of training resources is available.
Suitable for beginners who are familiar with Linear Algebra, Trigonometry, Statistics, Calculus, Python programming, Bash Terminal/ Cloud console.
Problem Framing
A 45 min short course that helps to relate real-world problems with Machine learning solutions
Data Preparation and Feature Engineering in Machine Learning
Prepares data and transforms within ML workflow.
Prepares the learner for model building with feature engineering.
Testing and Debugging Course in ML
4 hour course.
Validates raw feature data and engineered data.
Debug the ML model and implement tests, optimize the ML model.
Monitor model metrics.
Machine Learning Advanced courses
The Advanced courses on ML from Google are:
Decision Forests
Recommendation Systems
Clustering
Generative Adversarial Network (GAN)
For those having intermediary knowledge on ML and experience in programming with TensorFlow
Image Classification
Fairness in Perspective API
In addition to the above courses, more courses are available under Google Cloud Training.
These include Machine Learning with Vertex AI, TensorFlow, BigQuery, CloudVision, and Natural Language API.
These courses suit Data Scientists, Contact Center, and Machine Learning Engineers.
They include,
Big Data and Machine Learning Fundamentals
Machine Learning on Google Cloud
Advanced Machine Learning on Google Cloud Platform
MLOps (Machine Learning Operations) Fundamentals
ML Pipelines on Google Cloud
The above courses are meant specifically for Data Scientists.
Contact Center AI: Conversational Design Fundamentals
Virtual Agent Development in Dialog flow ES for Citizen Devs
VAD in Dialog flow ES for Software Devs
Virtual Agent Development in Dialog Flow CX for Citizen Devs
VAD in Dialog Flow CX for Software Devs
CAI Operations and Implementation
These courses are meant for Contact Center Engineers.
The cloud training platform also provides a 5-week remote program on
Advanced Solutions Lab for Applied Machine Learning for Businesses.
Google ML experts take the classes in dedicated Collaborative spaces.
Google Digital Garage Courses:
In addition to the above-mentioned courses, Google also provides free ML certification courses under Google Digital Garage.
The following are short-duration courses that introduce Google AI tools to help Digital marketers.
Boost your productivity with AI
Understanding Machine Learning
AI Essentials for Google Ads
Data, ML, and AI in Google Cloud
Google Cloud Machine Learning Engineer Training
How Bard works- A responsible approach to AI
In addition, the YouTube series on ‘AI and ML with Google Cloud provides short videos on how to build and train ML models with Google Cloud.
Conclusion
In conclusion, learners worldwide can find a variety of free and paid online courses on Machine Learning. Both fundamental and Advanced courses can be chosen based on the requirements and proficiency. Classes from Google experts are widely recognized by companies and businesses.