Model Evaluation Courses and Certifications

Macroeconometric Forecasting

25 ratings at edX

Learn how to create and assess forecasting models to predict macroeconomic variables such as inflation and economic growth.

• edX
• 8 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls

64 ratings at Coursera

Dive into the mechanics of machine learning with this 4-week course by SAS. Learn how predictive models work, avoid common pitfalls, and understand advanced methods. Suitable for non-technical learners.

• Coursera
• 17 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

statistics.com

Predictive Analytics: Basic Modeling Techniques

1 review

Learn predictive analytics, machine learning, and data science with hands-on experience in linear and logistic regression, decision trees, ensembles, and neural networks in a 4-week course by statistics.com.

• edX
• 4 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

AI for Medical Diagnosis

1933 ratings at Coursera

In this course, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.

• Coursera
• 20 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Applied Data Science Capstone

7055 ratings at Coursera

Complete a hands-on capstone project with IBM, applying data science methodologies to predict SpaceX Falcon 9 rocket landings. Enhance your portfolio in 5 weeks.

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

Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

6 reviews

Learn to fine-tune a pre-trained YOLO v5 model using a custom clothing dataset with Venelin Valkov. Understand YOLO, install libraries, evaluate results in under 1 hour.

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

Logistic Regression Practical Case Study

4469 ratings at Udemy

Learn to detect breast cancer using logistic regression with real-world data. This 1-2 hour course covers data preprocessing, model training, and evaluation, all on Google Colab.

• Udemy
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Analyzing Data with R

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)

Decision Trees, Random Forests, AdaBoost & XGBoost in Python

920 ratings at Udemy

Decision Trees and Ensembling techniques in Python. How to run Bagging, Random Forest, GBM, AdaBoost & XGBoost in Python

• Udemy
• 7 hours 19 minutes
• On-Demand
• Paid Course

AI for Medical Prognosis

761 ratings at Coursera

In this course, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.

• Coursera
• 1 day 5 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning No-Code Approach: Using Azure ML Studio

528 ratings at Udemy

A hands-on approach to Machine Learning using the easy drag-n-drop environment of Azure Machine Learning Studio

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Data Science- Project Management Methodology-CRISP-DM(2023)

523 ratings at Udemy

Master the CRISP-DM methodology for managing Data Science & AI projects in this 4-5 hour course. Gain insights into data-driven decision making, big data analytics, and all stages of project management.

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Support Vector Machines in Python: SVM Concepts & Code

515 ratings at Udemy

Learn Support Vector Machines in Python. Covers basic SVM models to Kernel-based advanced SVM models of Machine Learning

• Udemy
• 6 hours 20 minutes
• On-Demand
• Paid Course

Advanced Deployment Scenarios with TensorFlow

500 ratings at Coursera

DeepLearning.AI offers a 4-week course on deploying machine learning models using TensorFlow. Learn TensorFlow Serving, Hub, TensorBoard, and federated learning for data privacy.

• Coursera
• 12 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Finetuning Large Language Models

321 ratings at Coursera

DeepLearning.AI offers a short course (1-2 hours) on finetuning large language models, teaching how to optimize models using your own data for transformative results.

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