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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


  • B

    Board Infinity

    AI & Automation for Supply Chain Resilience

    Skills you'll gain: Transportation, Supply Chain, and Logistics, Inventory and Warehousing, Supplier Risk Management, Supply Chain Systems, Supply Chain Management, Supply Chain, Business Continuity, Supply Chain Planning, Contingency Planning, Business Continuity Planning, Crisis Management, Responsible AI, Forecasting, Predictive Analytics, Logistics, Data Ethics, Automation, Logistics Management, Risk Mitigation, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, AI literacy, Data Literacy, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, AI Integrations, Unstructured Data, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Navigating Disruption: Generative AI in the Workplace

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, AI Security, Generative AI, LLM Application, Policy Development, AI Enablement, Data Ethics, AI literacy, Human Resource Policies, Regulatory Compliance, Labor Relations, Automation, Data Security, Law, Regulation, and Compliance, Workforce Management, AI Integrations, Artificial Intelligence, Decision Intelligence

    ★ 4.8 (24) · Beginner · Specialization · 3 - 6 Months

  • T

    Tecnológico de Monterrey

    Innovación y creatividad organizacional

    Skills you'll gain: Innovation, Business Modeling, Design Thinking, Creative Problem-Solving, Creative Thinking, Entrepreneurship, New Business Development, Creativity, Open Mindset, Lean Methodologies, Organizational Development, Organizational Structure, Customer Analysis

    ★ 4.8 (106) · Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Introduction to Uncertainty Quantification

    Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Failure Analysis, Probability & Statistics, Estimation, Mathematical Modeling, Statistical Inference, Statistical Modeling, Statistical Methods, Markov Model, Reliability, Simulations, Sampling (Statistics), Numerical Analysis, Applied Mathematics, Statistical Analysis, Simulation and Simulation Software

    ★ 5 (10) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Setting a Generative AI Strategy

    Skills you'll gain: AI Product Strategy, Generative AI, Strategic Thinking, AI Enablement, Business Strategy, Organizational Strategy, Customer experience improvement, Customer Insights, Value Propositions, Case Studies, Large Language Modeling

    ★ 4.7 (80) · Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Cybersecurity Analyst

    Skills you'll gain: Cyber Threat Intelligence, Cyber Operations, Cyber Threat Hunting, Threat Modeling, Cybersecurity, Cyber Security Strategy, Network Security, MITRE ATT&CK Framework, Intrusion Detection and Prevention, Cyber Attacks, Linux Commands, Linux, Cyber Engineering, Network Administration, Operating System Administration, Hardening, Network Monitoring, Exploitation techniques, Security Awareness, Operating Systems

    Intermediate · Specialization · 3 - 6 Months

  • S

    Simplilearn

    AI ML with Deep Learning and Supervised Models

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Deep Learning, Predictive Modeling, Machine Learning, Decision Tree Learning, Regression Analysis

    ★ 4 (12) · Beginner · Specialization · 1 - 3 Months

  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Large Language Modeling, Data Processing, Data Management, Python Programming, Machine Learning

    ★ 4.4 (51) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Advancing Dairy Management with Artificial Intelligence

    Skills you'll gain: Predictive Analytics, Machine Learning Methods, Machine Learning, Predictive Modeling, Decision Support Systems, Supervised Learning, Data-Driven Decision-Making, Analytics, Data Management, Data Collection, Data Analysis, Nutritional Assessment, Internet Of Things, Artificial Intelligence, Nutrition and Diet, Emerging Technologies, Health Assessment

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Power BI Essentials and Advanced Techniques

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Transformation, Data Wrangling, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • B

    Blue Prism

    Blue Prism Foundation Training

    Skills you'll gain: Robotic Process Automation, Business Objects Framework, Business Process Automation, Process Flow Diagrams, Automation, Process Design, Workflow Management, Process Management, Process Modeling, Process Development, Business Process, Process Validation, Release Management, Data Analysis

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

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

  • AI & Automation for Supply Chain Resilience: Board Infinity
  • Practical AI for Professionals: Northeastern University
  • Navigating Disruption: Generative AI in the Workplace: University of Michigan
  • Innovación y creatividad organizacional: Tecnológico de Monterrey
  • Introduction to Uncertainty Quantification: Johns Hopkins University
  • Setting a Generative AI Strategy: Coursera
  • Cybersecurity Analyst: Edureka
  • AI ML with Deep Learning and Supervised Models: Simplilearn
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • Advancing Dairy Management with Artificial Intelligence: University of Illinois Urbana-Champaign

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