Predictive Modeling Courses and Certifications

Alteryx: Data Science for Non-Scientists

221 ratings at Udemy

Designed specifically for beginners with no background in Data Science, Computer Science or Alteryx

• Udemy
• 5 hours 14 minutes
• On-Demand
• Paid Course

Practical AI for Professionals

Explore AI fundamentals, tools, and business applications. Analyze data, develop predictive models, and understand societal impacts. Gain skills to navigate the evolving AI landscape confidently.

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

Machine Learning Guide: Learn Machine Learning Algorithms

204 ratings at Udemy

Machine Learning: A comprehensive guide to machine learning. Learn machine learning algorithms & machine learning tools

• Udemy
• 1 hour 7 minutes
• On-Demand
• Paid Course

Beginning with Machine Learning, Data Science and Python

162 ratings at Udemy

Fundamentals of Data Science : Exploratory Data Analysis (EDA), Regression (Linear & logistic), Visualization, Basic ML

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

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

Business Analytics Online Class

150 ratings at Udemy

Master Business Analytics: Unlock Data Insights Online

• Udemy
• 1 hour 21 minutes
• On-Demand
• Paid Course

Supervised Learning and Its Applications in Marketing

Learn to apply supervised learning techniques in marketing using Python, focusing on customer segmentation, churn prediction, recommendation systems, and predictive modeling to drive data-driven business decisions.

• Coursera
• 21 hours 53 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)

Linear Regression: Absolute Fundamentals

106 ratings at Udemy

Explore COVID-19 positive case prediction with scikit-learn's Linear Regression in Python.

• Udemy
• 2 hours 23 minutes
• On-Demand
• Paid Course

Generative AI: Elevate Your Data Science Career

105 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)

Statistical Thinking for Industrial Problem Solving, presented by JMP

88 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

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

60 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)