Classification Models Courses and Certifications

MathWorks

Predictive Modeling and Machine Learning with MATLAB

81 reviews

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Data Science with Python

124 ratings at edX

Learn the concepts and techniques that make up the foundation of data science and machine learning.

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

Tableau;  Alteryx Microcredential

Predictive Analytics for Business

290 ratings at Udacity

Develop advanced analytics skills using Alteryx and Tableau to solve real-world business problems, prepare for Business Analyst roles, and make data-driven decisions.

• Udacity
• 2 months 2 weeks 2 days 3 hours 31 minutes
• On-Demand
• Paid Course

Classification Models

Learn how to use classification predictive models to solve business problems involving non-numeric data.

• Udacity
• 2 weeks
• On-Demand
• Free Online Course

Regression and Classification

13 ratings at Coursera

Explore statistical modeling concepts, including regression, classification, and unsupervised techniques. Learn when to use specific models, how to tune them, and understand trade-offs for informed decision-making.

• Coursera
• 1 day 10 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

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

Practicing Statistics Interview Questions in Python

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

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

Neural Networks in Python: Deep Learning for Beginners

1403 ratings at Udemy

Learn Artificial Neural Networks (ANN) in Python. Build predictive deep learning models using Keras & Tensorflow| Python

• Udemy
• 9 hours 21 minutes
• On-Demand
• Paid Course

Artificial Neural Networks (ANN) with Keras in Python and R

1001 ratings at Udemy

Understand Deep Learning and build Neural Networks using TensorFlow 2.0 and Keras in Python and R

• Udemy
• 8 hours 36 minutes
• On-Demand
• Paid Course

Learn Machine Learning 101 Class Bootcamp Course NYC

529 ratings at Udemy

Machine Learning 101 Class Bootcamp Course Intro to AI

• Udemy
• 1 hour 23 minutes
• On-Demand
• Free Online Course

Machine Learning for Apps

258 ratings at Udemy

Start building more intelligent apps with Machine Learning. Take advantage of this new foundational framework!

• Udemy
• 6 hours 52 minutes
• On-Demand
• Paid Course

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

Machine Learning in R & Predictive Models | 3 Courses in 1

150 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 minutes
• On-Demand
• Paid Course

CertNexus

Train Machine Learning Models

Aprende conceptos básicos de machine learning, prueba hipótesis, y entrena, ajusta y evalúa modelos para clasificación, regresión y clustering. Requiere conocimientos en tecnología informática y programación.

• Coursera
• 1 day 4 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Fractal Analytics

Foundations of Machine Learning

Demystify machine learning fundamentals, build models, analyze data, and apply strategies to real-world scenarios. Gain practical skills for data-driven decision-making and problem-solving.

• Coursera
• 1 day 1 hour 15 minutes
• On-Demand
• Free Online Course (Audit)