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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


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    U

    Universidade de São Paulo

    Consolidando empresas: Estrutura jurídica e financeira

    Skills you'll gain: Intellectual Property, Tax Management, Labor Law, Business Modeling, Tax Planning, Regulation and Legal Compliance, Cash Management, Business Valuation, Labor Compliance, Entrepreneurial Finance, Regulatory Compliance, Mergers & Acquisitions, Entrepreneurship, Corporate Tax, Financial Analysis, New Business Development, Investments, Commercial Laws, Tax Laws

    4.6
    Rating, 4.6 out of 5 stars
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    490 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Introduction to battery-management systems

    Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Electronic Components, Safety Standards, Control Systems, Thermal Management, Electronics, Failure Analysis, Energy and Utilities, Electrical Engineering, Failure Mode And Effects Analysis, Manufacturing Processes, Materials science, Chemistry, Requirements Analysis, Anomaly Detection, Estimation

    4.8
    Rating, 4.8 out of 5 stars
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    2.2K reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    The Structured Query Language (SQL)

    Skills you'll gain: SQL, Database Systems, Database Theory, Database Management, Query Languages, Database Design, Relational Databases, Database Administration, Database Development, Database Application, Data Access, Data Science, Data Analysis, Data Manipulation, Data Modeling, Data Integrity

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Marketing Data and Performance Measurement

    Skills you'll gain: Conversion Funnel Analysis, Google Analytics, Marketing Analytics, Data-Driven Marketing, Customer Analysis, Campaign Planning, Target Audience, Trend Analysis, Sprint Retrospectives, Marketing Effectiveness, Web Analytics, Campaign Management, Marketing Operations, Content Performance Analysis, Spreadsheet Software, Digital Analysis, Product Marketing, Competitive Analysis, Performance Management, Data Management

    Beginner · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Databases for Data Scientists

    Skills you'll gain: Database Design, SQL, Database Management Systems, Database Development, NoSQL, Relational Databases, Data Warehousing, Database Theory, Database Systems, Database Architecture and Administration, Databases, Database Software, Database Administration, Data Store, Database Management, Data Modeling, Query Languages, Big Data, Data Architecture, Database Application

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    I

    IBM

    Deep Learning with Keras and Tensorflow

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Reinforcement Learning, Deep Learning, Model Optimization, Autoencoders, Generative AI, Unsupervised Learning, Tensorflow, Generative Adversarial Networks (GANs), Generative Model Architectures, Transfer Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Time Series Analysis and Forecasting

    4.4
    Rating, 4.4 out of 5 stars
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    1K reviews

    Intermediate · Course · 1 - 3 Months

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    STARWEAVER

    Business Analysis: Key Definitions & Strategy Analysis

    Skills you'll gain: Process Analysis, Business Analysis, Risk Analysis, Business Systems Analysis, Business Process, Business Modeling, Business Process Improvement, Business Analysis Tools, Business Requirements, Business Strategies, Strategic Planning, Business Process Modeling, Systems Analysis, Competitive Analysis, Business Strategy, Risk Mitigation, Analysis, Organizational Strategy, Case Studies, Project Risk Management

    4.8
    Rating, 4.8 out of 5 stars
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    212 reviews

    Intermediate · Course · 1 - 4 Weeks

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    M

    Macquarie University

    Excel for Business with AI: Intermediate

    Skills you'll gain: People Analytics, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Transformation, Dashboard, Data Validation, Spreadsheet Software, Business Reporting, Data Wrangling, Data Cleansing, Business Analytics, Data Analysis, Exploratory Data Analysis, Microsoft Copilot, Artificial Intelligence, Data Visualization, Data Visualization Software, Generative AI, Automation

    Intermediate · Course · 1 - 3 Months

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    B

    Board Infinity

    Building AI Research Agents: LangChain, RAG, and LangGraph

    Skills you'll gain: AI Workflows, Retrieval-Augmented Generation, LLM Application, Tool Calling, AI Orchestration, Prompt Engineering, Generative AI Agents, Large Language Modeling, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Foundations of AI Native Data Engineering

    Skills you'll gain: Infrastructure Architecture, Metadata Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Getting it Done with AI

    Skills you'll gain: Prompt Engineering, Large Language Modeling, AI powered creativity, AI Personalization, Prompt Patterns, AI literacy, LLM Application, Multimodal Prompts, AI Enablement, Prompt Engineering Tools, Artificial Intelligence, AI Workflows, Generative AI, Responsible AI, Critical Thinking, Lifelong Learning, Adaptability

    Beginner · Course · 1 - 4 Weeks

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    Vanderbilt University

    Honors AI Agents for High School Students

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Agentic systems, Agentic Workflows, Artificial Intelligence, OpenAI, Prompt Engineering, AI literacy, ChatGPT, LLM Application, Prompt Patterns, Context Engineering, Decision Intelligence, Tool Calling, Interaction Design, Multimodal Prompts, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

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

  • Consolidando empresas: Estrutura jurídica e financeira: Universidade de São Paulo
  • Introduction to battery-management systems: University of Colorado Boulder
  • The Structured Query Language (SQL): University of Colorado Boulder
  • Marketing Data and Performance Measurement: Coursera
  • Databases for Data Scientists: University of Colorado Boulder
  • Deep Learning with Keras and Tensorflow: IBM
  • Business Analysis: Key Definitions & Strategy Analysis: STARWEAVER
  • Excel for Business with AI: Intermediate: Macquarie University
  • Building AI Research Agents: LangChain, RAG, and LangGraph: Board Infinity
  • Foundations of AI Native Data Engineering: IBM

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