Predictive Models Courses and Certifications

EDUCBA

Predictive Analytics with SAS: Build & Deploy Models

Master predictive analytics using SAS Enterprise Miner through hands-on model building, data preparation, neural networks, decision trees, and deployment for business applications.

• Coursera
• 14 hours 31 minutes
• On-Demand
• Paid Course

Coursera

Predictive Models for Financial Risk

Master supervised machine learning for financial risk assessment through hands-on Python projects, data preparation, model validation, and transparent business communication.

• Coursera
• 1 hour 43 minutes
• On-Demand
• Paid Course

Coursera

Build Predictive & Supervised Models

Master production-ready machine learning workflows with random forest models, automated monitoring, and reproducible pipelines for reliable business forecasting.

• Coursera
• 3 hours 40 minutes
• On-Demand
• Paid Course

Microcredential

Music Player With Smart Recommendations in Python

Build a smart music recommendation system using Python, Pandas, and scikit-learn to analyze track data and generate personalized song suggestions with predictive models.

• CodeSignal
• 8 hours
• On-Demand
• Free Certificate
• 4 courses

Data Science : Master Machine Learning Without Coding

1131 ratings at Udemy

Learn Fundamentals Of Data Science & Machine Learning With Rapidminer (No Coding). Dataset & Solutions Included.

• Udemy
• 2 hours 38 minutes
• On-Demand
• Paid Course

Regression Analysis: Simplify Complex Data Relationships

589 ratings at Coursera

Explore predictive modeling techniques to uncover complex data relationships, from linear and logistic regression to ANOVA, enhancing your ability to extract valuable insights for data-driven decision-making.

• Coursera
• 1 day 3 hours 47 minutes
• On-Demand
• Paid Course

Machine Learning No-Code Approach: Using Azure ML Studio

583 ratings at Udemy

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

• Udemy
• 2 hours 41 minutes
• On-Demand
• Paid Course

IIT Delhi;  NPTEL

Data-Enabled Tribological Engineering: From Experiments to Predictive Models

Explore data-driven approaches in tribology to develop predictive models for optimizing mechanical systems, enhancing efficiency, and reducing wear and friction in engineering applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Linear Algebra for Machine Learning

Learn the linear algebra concepts behind machine learning.

• edX
• 4 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction To Data Science

255 ratings at Udemy

Use the R Programming Language to execute data science projects and become a data scientist.

• Udemy
• 5 hours 53 minutes
• On-Demand
• Paid Course

Software Architecture Patterns for Big Data

31 ratings at Coursera

Transform big data prototypes into production-ready systems. Learn to measure performance, identify bottlenecks, and implement scalable solutions. Design load tests and optimize data stores for high-performance distributed systems.

• Coursera
• 1 day 1 hour 44 minutes
• On-Demand
• Paid Course

Machine Learning A-Z™: Hands-On Python & R in Data Science

74 ratings at Udemy

Machine Learning , Python, Advanced Data Visualization, R Programming, Linear Regression, Decision Trees, NumPy, Pandas

• Udemy
• 15 hours 10 minutes
• On-Demand
• Paid Course

PMP Certification: Unit 1

24 ratings at Coursera

Master PMP exam fundamentals including eligibility, application process, PMBOK Guide v6 concepts, project life cycles, and PMI framework standards for certification success.

• Coursera
• 3 hours 21 minutes
• On-Demand
• Paid Course

Bias and Discrimination in AI

Explore bias and discrimination in AI, covering types, fairness metrics, affected fields, and mitigation strategies. Learn from experts about ethical challenges in machine learning and algorithm design.

• edX
• 4 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Packt

Salesforce Certified AI Specialist Certification

Master Salesforce AI capabilities including Einstein Trust Layer, Prompt Builder, Copilot, and Model Builder to implement secure, AI-driven workflows, create predictive models, and enhance customer interactions within the Salesforce ecosystem.

• Coursera
• 7 hours 39 minutes
• On-Demand
• Paid Course