Machine Learning Pipelines Courses and Certifications

Data Processing in Shell

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Microcredential

AI for Scientific Research

Explore AI applications in scientific research, from data analysis to advanced techniques like neural networks and random forests, culminating in a COVID-19 drug discovery project.

• Coursera
• 17 weeks, 3 hours a week
• On-Demand
• Paid Course
• 4 courses

AWS SageMaker Complete Course| PyTorch & Tensorflow NLP-2022

106 ratings at Udemy

Build DL/ML model in Sklearn,Tensorflow/Keras & PyTorch. How to bring docker container&Algorithm from local to Sagemaker

• Udemy
• 5 hours
• On-Demand
• Paid Course

ML Pipelines on Google Cloud

85 ratings at Coursera

Learn to build, automate, and manage ML pipelines using TensorFlow Extended, Cloud Composer, and MLflow for efficient and scalable machine learning workflows on Google Cloud.

• Coursera
• 4 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning with Apache Spark

83 ratings at Coursera

Unlock Apache Spark's potential for machine learning, covering fundamentals, supervised and unsupervised techniques, and Generative AI. Gain hands-on experience with Spark streaming, ML pipelines, and model evaluation.

• Coursera
• 15 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Orchestrating a TFX Pipeline with Airflow

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Extreme Gradient Boosting with XGBoost

33 ratings at DataCamp

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

University of Tübingen

Statistical Machine Learning

2 reviews

Comprehensive exploration of machine learning concepts, from basic algorithms to advanced topics like kernels, dimensionality reduction, and clustering, with insights on societal impact and practical applications.

• YouTube
• 1 day 9 hours
• On-Demand
• Free Online Course

Microsoft Azure AI Engineer: Developing ML Pipelines in Microsoft Azure

27 ratings at Pluralsight

This course is for data pros, developers, and IT pros with different areas of responsibility who need to collaborate effectively on data science projects and iteratively develop repeatable, high-quality machine learning models in Microsoft Azure.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

Pragmatic AI Labs

MLOps Platforms: Amazon SageMaker and Azure ML

Elevate Your MLOps Game: Master AWS SageMaker and Azure ML for Production-Ready AI Solutions.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

AWS Foundations: Machine Learning Basics

In this course, you get an overview of the concepts, terminology, and processes of the exciting field of machine learning!

• Pluralsight
• On-Demand
• Free Trial Available

ML Pipelines on Google Cloud

In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX).

• Pluralsight
• 3 hours 5 minutes
• On-Demand
• Free Trial Available

Amazon Web Services;  Amazon

AWS Foundations: Machine Learning Basics

Explore machine learning fundamentals, algorithms, deep learning, and pipeline phases to solve business problems using AWS Cloud infrastructure.

• AWS Skill Builder
• On-Demand
• Free Certificate

Scala Programming for Data Science

Learn Scala for data science with Apache Spark. Master object-oriented and functional programming, tackle big data, and enhance your marketability in the field of data analytics and engineering.

• Cognitive Class
• On-Demand
• Free Online Course

Data Science with Scala

Learn to leverage Apache Spark™ with Scala for Big Data analytics, including machine learning pipelines and hyperparameter optimization in a cluster environment.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course