Predictive Modeling Courses and Certifications

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)

Learn Ventures

Intro to Data Science & Machine Learning

A first introduction to data science and machine learning. Use Python to acquire, clean, and analyze data using powerful machine leanring models and popular data science libraries.

• edX
• 8 weeks, 1-5 hours a week
• On-Demand
• Free Online Course (Audit)

Statistical Thinking for Industrial Problem Solving, presented by JMP

86 ratings at Coursera

Aprenda a aplicar métodos estatísticos para resolver problemas industriais reais, desde análise exploratória de dados até modelagem preditiva e mineração de texto.

• Coursera
• 1 day 20 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Four Rare Machine Learning Skills All Data Scientists Need

Explore four critical yet often overlooked machine learning skills: uplift modeling, accuracy fallacy, p-hacking, and ensemble models. Gain essential conceptual knowledge for successful data science projects.

• Coursera
• 5 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Predictive Modeling with Python

74 ratings at Udemy

Think with a predictive mindset and understand well the basics of the techniques used in prediction with this course

• Udemy
• 9 hours 26 minutes
• On-Demand
• Paid Course

Generative AI: Elevate Your Data Science Career

73 ratings at Coursera

Elevate your data science career with cutting-edge generative AI skills. Learn data generation, augmentation, and feature engineering techniques applicable across industries. Gain practical, immediately applicable knowledge.

• Coursera
• 12 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Learn Artificial Neural Network From Scratch in Python

68 ratings at Udemy

The MOST in-depth look at neural network theory, and how to code one with pure Python and Numpy

• Udemy
• 18 hours 13 minutes
• On-Demand
• Paid Course

Predictive Modeling with Logistic Regression using SAS

53 ratings at Coursera

Develop predictive models using logistic regression in SAS. Learn variable selection, data preparation, model assessment, and handling missing values for effective analysis of large datasets.

• Coursera
• 16 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Regression Modeling Fundamentals

48 ratings at Coursera

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.

• Coursera
• 11 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning with Apache Spark 3.0 using Scala

48 ratings at Udemy

Machine Learning with Apache Spark 3.0 using Scala with Examples and 4 Projects

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

Prepare for DP-100: Data Science on Microsoft Azure Exam

46 ratings at Coursera

Prepárate para el examen DP-100 de Azure Data Scientist Associate, repasando la creación de entornos de trabajo, experimentos de datos, modelos predictivos y su despliegue en producción. Incluye examen de práctica.

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

Advanced Neural Networks in R - A Practical Approach

27 ratings at Udemy

Boost your data science skills - learn to build and train complex neural network using the R program

• Udemy
• 3 hours 11 minutes
• On-Demand
• Paid Course

Using SAS Viya REST APIs with Python and R

15 ratings at Coursera

Learn to leverage SAS Viya's powerful analytics capabilities using Python and R APIs. Develop machine learning, deep learning, and other advanced models for various data types and complex problems.

• Coursera
• 17 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Guided Project: Predict World Cup Soccer Results with ML V2

In this beginner-friendly, hands-on guided project, develop your data science and machine learning skills in under an hour by building a prediction model for the 2022 FIFA World Cup. Perfect for anyone interested in learning more about prediction models.

• edX
• 1 week
• On-Demand
• Free Online Course (Audit)

Microcredential

IBM Data Science

Develop in-demand data science skills, from databases to machine learning, using Python and essential tools. Build a project portfolio and prepare for a high-growth career in data analysis and insights.

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