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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Popular Predictive Modeling Courses and Certifications


  • E

    Edureka

    Analytics Engineering with dbt

    Skills you'll gain: Data Storytelling, SQL, Data Engineering, Data Presentation, Key Performance Indicators (KPIs), Dashboard Creation, Star Schema, Dashboard, Data Modeling, Data Quality, Business Analytics, Database Design, Interactive Data Visualization, Data Mart, Analytics, YAML, Data Pipelines, Data Transformation, Performance Tuning, Analysis

    Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Data Preprocessing, Image Analysis, Predictive Modeling, Deep Learning, Keras (Neural Network Library), Tensorflow, Data Processing, Model Optimization, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Transformation, Financial Forecasting, Applied Machine Learning, Feature Engineering, Statistical Visualization, Python Programming

    ★ 4.6 (47) · Beginner · Specialization · 1 - 3 Months

  • J

    JetBrains

    Build a Game with an AI Coding Agent

    Skills you'll gain: Vibe coding, Generative AI Agents, Prompt Engineering, Game Design, Code Review, 3D Assets, Animation and Game Design, 3D Modeling, Integrated Development Environments, Artificial Intelligence, Generative AI, Project Planning, Javascript, Software Development, Product Development, Web Development, Product Design, Animations, Visual Design, Interactive Data Visualization

    ★ 5 (14) · Beginner · Course · 1 - 4 Weeks

  • S

    SAS

    Building a Large-Scale, Automated Forecasting System

    Skills you'll gain: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Advanced Analytics, Predictive Modeling, Predictive Analytics, Model Training, Data Preprocessing, Feature Engineering, Automation, Anomaly Detection, Data Processing, Data Transformation, Model Evaluation, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Generative AI with Vertex AI: Prompt Design

    Skills you'll gain: Prompt Engineering, Generative AI, Google Cloud Platform, LLM Application, Large Language Modeling, Cloud Computing

    ★ 4.4 (19) · Beginner · Project · Less Than 2 Hours

  • L

    Logical Operations

    Microsoft Power BI: Data Analysis Professional

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Dashboard Creation, Business Reporting, Data Transformation, Business Intelligence, Data Visualization Software, Business Intelligence Software, Dashboard, Data Analysis, Microsoft Excel, Data Visualization, Data Cleansing, Data Modeling, Data Analysis Software, Microsoft PowerPoint, Microsoft 365, Microsoft Office, Collaboration, Data Import/Export

    ★ 4.7 (15) · Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Social Network Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Graph Theory, R (Software), Social Sciences, Statistical Analysis, R Programming, Statistical Software, Sociology, Network Model, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Dependency Analysis

    ★ 4.2 (11) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a Process Map using a Canva Template

    Skills you'll gain: Canva (Software), Process Modeling, Digital Design, Design, Diagram Design, Graphic and Visual Design, Graphic and Visual Design Software, User Accounts, Business

    ★ 4.4 (23) · Beginner · Guided Project · Less Than 2 Hours

  • P

    Pearson

    AWS Certified AI Practitioner (AIF-C01)

    Skills you'll gain: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Amazon Bedrock, Prompt Engineering, AWS SageMaker, Generative Model Architectures, Artificial Intelligence, Data Ethics, AI Enablement, Prompt Patterns, Application Deployment, AI Integrations, AI literacy, Large Language Modeling, Model Training, Amazon Web Services

    ★ 4.6 (21) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    LangChain MasterClass: Build 15 LLM Apps with Python

    Skills you'll gain: Prompt Engineering, LLM Application, OpenAI API, OpenAI, Large Language Modeling, Agentic systems, Hugging Face, Embeddings, AI Integrations, Application Development, Data Processing, Generative AI Agents, Application Frameworks, Memory Management

    ★ 3.4 (19) · Intermediate · Course · 3 - 6 Months

  • E

    EDHEC Business School

    Climate Aware Investing

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Portfolio Risk, Portfolio Management, Investment Management, Climate Change Mitigation, Finance, General Finance, Asset Management, Risk Modeling, Financial Market, Performance Measurement, Climate Change Adaptation, Investments, Risk Management, Performance Analysis, Corporate Sustainability, Business Risk Management, Sustainable Business, Equities, Risk Analysis

    ★ 4.6 (53) · Beginner · Course · 1 - 3 Months

  • P

    Pearson

    PMP Certification: Unit 2

    Skills you'll gain: Scope Management, Project Schedules, Project Scoping, Scheduling, Requirements Management, Resource Allocation, Project Planning, Resource Planning, Project Documentation, Project Management, Solution Delivery, Resource Utilization, Project Controls, Product Requirements, Work Breakdown Structure, Agile Methodology, Agile Project Management, Dependency Analysis

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular predictive modeling courses

  • Analytics Engineering with dbt: Edureka
  • Deep Learning with Python: CNN, ANN & RNN: EDUCBA
  • Build a Game with an AI Coding Agent: JetBrains
  • Building a Large-Scale, Automated Forecasting System: SAS
  • Generative AI with Vertex AI: Prompt Design: Google Cloud
  • Microsoft Power BI: Data Analysis Professional: Logical Operations
  • Social Network Analysis: Johns Hopkins University
  • Create a Process Map using a Canva Template: Coursera
  • AWS Certified AI Practitioner (AIF-C01): Pearson
  • LangChain MasterClass: Build 15 LLM Apps with Python: Packt

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