Predictive Modeling Training and Skills

Learn predictive modeling through regression, classification, forecasting and evaluation. Build skills to test predictions using historical data, as an analytics learner or data professional.

Predictive Modeling courses to explore

Predictive Modeling courses for beginners

New to Predictive Modeling? Learn forecasting and predictive models through introductory courses before choosing more specialized training.

Predictive Modeling training without a coding background

Apply Predictive Modeling with no-code tools and business-focused training. Find programs that emphasize practical workflows rather than programming.

Practical Predictive Modeling courses and tools

Use historical data to forecast outcomes and evaluate predictions before applying them to decisions. Develop hands-on skills in forecasting and predictive models.

Great Learning Academy

Data Mining

Skills: Basic Data Understanding · Data Description

★ 4.5 (2,698)

Intermediate · 2 hours 30 minutes

Free Course

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Advanced Predictive Modeling training

Already familiar with Predictive Modeling? Build on your experience in forecasting and predictive models to handle more complex tasks and evaluate your results.

University programs with Predictive Modeling skills

Develop expertise in forecasting and predictive models through a broader university curriculum. Explore programs that connect Predictive Modeling to the responsibilities you want to take on.

SRM Institute of Science and Technology (SRMIST), Chennai

Online MCA in Generative AI

Skills: Advanced Generative AI Techniques · AI in Data Analytics and Predictive Modelling

Beginner · 2 years

Degree Program · Paid

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Find your right learning option

Choose how far you want to take your learning

From exploring a new skill to building professional expertise, choose the learning experience that matches your goal.

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Free courses

Explore a new skill and build your foundations before choosing longer training.

Best forBeginners and learners exploring a topic

  • Self-paced introductory courses
  • Foundations and selected tools
  • Free learning; certificate fees may apply
Predictive Modeling skills and tools
Concept of MulticollinearityLinear RegressionPredictive Modeling
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R SquareLogistic RegressionNaïve Bayes

What you getUnderstand the fundamentals

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For practical skill building Build

Pro+

Develop practical skills through paid courses and applied learning.

Best forLearners ready to put skills into practice

  • Professional skill development
  • Practice and projects in selected courses
  • Course content and subscription terms vary
Predictive Modeling skills and tools
Ensemble TechniquesIntroduction to Machine LearningModels and Hyperparameter Tuning
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PcaUnsupervised LearningDecision Trees

What you getBuild and apply your skills

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Specialize

Certificate programs

Develop deeper expertise through structured university and institution programs.

Best forProfessionals seeking specialist training

  • Structured curriculum
  • Faculty and expert learning in selected programs
  • Credential and eligibility depend on the program
Predictive Modeling skills and tools
Agentic AI WorkflowsAI GovernanceAI Model Evaluation
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ChromaDBComputer VisionDeep Learning

What you getDevelop professional expertise

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Advance

Degrees

Explore university degrees for broader academic study and long-term learning goals.

Best forLearners seeking a formal university qualification

  • In-depth academic curriculum
  • Admission and study requirements
  • Qualification awarded by the university
Predictive Modeling skills and tools
Cross-functional team governanceData-driven strategy formulationPredictive modeling
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Big Data AnalyticsBusiness Intelligence conceptsData Analysis using R

What you getEarn a university degree

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  1. ExploreUnderstand
  2. BuildApply
  3. Get certifiedDevelop expertise
  4. TransformEarn a degree
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Compare learning, practice, tools, guidance, and credentials. Features vary by course and program.
Learning experienceExplore
Free courses		Build
Pro+		Specialize
Certificate programs		Advance
Degrees
Learn
Foundational knowledge✓✓✓✓
Advanced curriculum—✓✓✓
Structured learning—✓✓✓
Curriculum designed and delivered by faculty——✓✓
Practice
Exercises✓✓✓✓
Hands-on projectsLimited✓✓✓
Capstone / advanced project—Selected✓✓
Tools, AI & agents
Learn industry-relevant toolsSelected✓✓✓
Hands-on tool practiceBasic✓✓✓
Use tools in projectsLimited✓✓✓
Generative AI toolsSelected✓✓✓
AI coding tools—SelectedSelectedSelected
Build with AI agents—SelectedSelectedSelected
Agent frameworks & SDKs—SelectedSelectedSelected
Example tools & technologiesChatGPT, Python, Excel, SQLChatGPT, Python, Power BI, Tableau, Gemini, ClaudeChatGPT, Claude, Gemini, LangGraph, CrewAI, OpenAI Agents SDK, Google ADK, DatabricksPython, PyTorch, Hugging Face, LangGraph, LlamaIndex, Databricks, Snowflake, dbt
Get guidance
AI learning support—✓SelectedSelected
Expert / industry mentors——✓✓
Faculty-led learning——✓✓
Prove your skills
Great Learning certificateOptional✓——
University / institution credential——✓—
University degree———✓
Advance your career
Career guidance—LimitedSelectedSelected
Interview / profile support——SelectedSelected
Peer network——✓✓

This comparison describes Great Learning's broader learning formats, not every course in this skill. Tools, technologies, projects, credentials, faculty access, and career services vary by course, program, specialization, and region. Check the program details for included features. Free course access does not include a free certificate.

How to choose your Predictive Modeling training

New to Predictive Modeling?

New to Predictive Modeling? Learn forecasting and predictive models through introductory courses before choosing more specialized training.

Explore free Predictive Modeling courses →

Want to develop practical Predictive Modeling skills?

Use historical data to forecast outcomes and evaluate predictions before applying them to decisions. Develop hands-on skills in forecasting and predictive models.

Find hands-on training →

Using Predictive Modeling at work?

Use historical data to forecast outcomes and evaluate predictions before applying them to decisions. Choose training that helps you use forecasting and predictive models in your role.

Explore Predictive Modeling for work →

Choosing a university certificate?

Develop expertise in forecasting and predictive models through a broader university curriculum. Explore programs that connect Predictive Modeling to the responsibilities you want to take on.

Explore university programs →

Predictive Modeling insights and learner experiences

Predictive Modeling in R | Predictive Analytics | Data Analytics for Beginners | Great Learning

YouTube · Great Learning

Regression Analysis in Machine Learning Full Course | Linear Regression | Logistic Regression

YouTube · Great Learning

Supervised Machine Learning Tutorial | Logistic Regression | Naive Bayes Classifier

YouTube · Great Learning

Linear Regression in Machine Learning | what is linear regression | Machine Learning Tutorial

YouTube · Great Learning

Logistic Regression and Naive Bayes in Machine Learning | Machine Learning Tutorial |Great Learning

YouTube · Great Learning

Logistic Regression in Hindi | Machine Learning Tutorial | Great Learning

YouTube · Great Learning

Time Series In Stock Market | Time Series Forecasting | Data Science For Beginners | Great Learning

YouTube · Great Learning

Predictive Analytics Tutorial | Linear Regression in Python | Logistic Regression | Great Learning

YouTube · Great Learning

Time Series Analysis using Python in Hindi | Time Series Forecasting | Great Learning

YouTube · Great Learning

Logistic Regression On Customer Data | Machine Learning Algorithms Using Python | Great Learning

YouTube · Great Learning

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