Model Development Courses and Certifications

Alan Turing Institute

AIUK 2022 Workshop - Equadratures: The Open Source Model Development Platform

Explore Equadratures, an open-source platform for model development. Learn about polynomials, variable projection, and applications in this interactive workshop from the Alan Turing Institute.

• YouTube
• 1 hour
• On-Demand
• Free Video

Deep Learning for Symbolic Mathematics - Guillaume Lample & Francois Charton

Explore deep learning applications in symbolic mathematics, covering integration techniques, ODEs, and model evaluation, with insights on generalization and comparisons to traditional methods.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Machine Learning Foundations for Product Managers

479 ratings at Coursera

Build foundational understanding of machine learning, including model development, evaluation, and common algorithms. Gain hands-on experience training and optimizing a model for a real-world problem.

• Coursera
• 14 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Applied Data Science Capstone

7181 ratings at Coursera

Predict SpaceX Falcon 9 first stage landing success using data science methodology, including data collection, analysis, visualization, and machine learning models.

• Coursera
• 13 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Learn SketchUp Pro 2021 the Right Way!

1611 ratings at Udemy

An easy to follow SketchUp course that teaches good 3d modeling habits to master.

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

Logistic Regression using SAS - Indepth Predictive Modeling

1114 ratings at Udemy

Analytics /Machine Learning / Data Science: Statistical / Econometrics foundation, SAS Program details, Modeling demo

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

Developing Machine Learning Solutions

21 ratings at Coursera

Explore the ML lifecycle, AWS services, model evaluation, and MLOps to streamline development and deployment of ML projects.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Generative AI for Data Scientists

Boost your data science career with generative AI skills. Learn basics, prompt engineering, and applications in data science methodology using IBM tools like Watsonx and Prompt Lab.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Coursera Instructor Network

GenAI for Data Science Teams

Explore how generative AI enhances data science workflows, from augmentation to model development, empowering teams to innovate and optimize project outcomes.

• Coursera
• 1 hour 34 minutes
• On-Demand
• Paid Course

Foundations of AI and Machine Learning

Master the fundamentals of AI/ML infrastructure, from data pipelines to deployment platforms. Learn to build robust systems, manage data effectively, select frameworks, and implement production-ready solutions.

• Coursera
• 1 day 11 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Analyzing Data with R

168 ratings at edX

R is the key that opens the door between the problems you want to solve with data and the answers you need. This course walks you through the process of answering questions through data.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Data Mining Algorithms in SSAS, Excel, and R

147 ratings at Pluralsight

Don't use data mining as a black box. Get a deep understanding of how the data mining algorithms work. This knowledge is not only theoretical; it helps you developing better models in production.

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

Build a Node.js REST API with LoopBack

81 ratings at egghead.io

Learn to build a robust Node.js REST API using LoopBack, covering data modeling, custom functionality, security, testing, and deployment to create a production-ready backend for your applications.

• egghead.io
• 32 minutes
• On-Demand
• Paid Course

Demystifying Machine Learning Operations (MLOps)

50 ratings at Pluralsight

Learn to implement MLOps practices throughout the machine learning lifecycle, from infrastructure setup to model development and deployment, enhancing collaboration, traceability, and monitoring.

• Pluralsight
• 2 hours 15 minutes
• On-Demand
• Free Trial Available

Association for Computing Machinery (ACM)

Towards Intersectional Feminist and Participatory ML - A Case Study in Supporting Feminicide Counterdata Collection

Explore intersectional feminist approaches to machine learning through a case study on feminicide data collection, addressing biases and promoting participatory methods.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk