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  • Statistical Modeling

Statistical Modeling Courses

Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.

Popular Statistical Modeling Courses and Certifications


  • P

    Packt

    NLP – Machine Learning Models in Python

    Skills you'll gain: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Supervised Learning, Unsupervised Learning, Python Programming, Data Mining, Bayesian Statistics

    Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Machine Learning and Data Analytics Part 1

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Analytics, Predictive Modeling, Data Processing, Statistical Analysis, Data Preprocessing, Applied Machine Learning, Supervised Learning, Random Forest Algorithm, Logistic Regression, Decision Tree Learning

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Skills for a Modern Entrepreneur or Business Owner

    Skills you'll gain: Value Propositions, Oral Expression, Emotional Intelligence, Empathy & Emotional Intelligence, Business Planning, Verbal Communication Skills, Target Market, Productivity, Financial Statements, Financial Acumen, User Research, Target Audience, Marketing, Microsoft Excel, Content Marketing, Financial Analysis, Market Research, Social Media Strategy, Digital Marketing, Data Visualization

    Beginner · Specialization · 3 - 6 Months

  • N

    Northeastern University

    Aligning Business Strategy for AI Integration

    Skills you'll gain: Machine Learning Methods, Competitive Analysis, AI Enablement, Machine Learning, Applied Machine Learning, Responsible AI, Business Strategy, Data Ethics, Technology Strategies, Business Strategies, Business Ethics, Organizational Strategy, Decision Intelligence, Strategic Thinking, Market Analysis, Corporate Strategy, AI Integrations, Process Analysis, Artificial Intelligence and Machine Learning (AI/ML), Value Propositions

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI Ops: Running Powerful Generative AI Systems

    Skills you'll gain: Model Optimization, Cloud Security, Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Risking, Data Ethics, Data Governance, Data Security, Enterprise Architecture, Dashboard Creation, Generative Model Architectures, Executive Presence, Security Architecture Review, Professional Development, Data Management, Application Deployment, Continuous Deployment, Incident Management, IT Automation

    Intermediate · Professional Certificate · 3 - 6 Months

  • P

    Packt

    Chatbots for Beginners: A Complete Guide to Build Chatbots

    Skills you'll gain: Deep Learning, Generative AI, Tensorflow, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Artificial Intelligence, AI Integrations, Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Model Training, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Amazon Lex Getting Started

    Skills you'll gain: Amazon Web Services, Large Language Modeling, Systems Architecture, AI literacy

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Techniques, Causal Inference & Business Optimization

    Skills you'll gain: Root Cause Analysis, Data Ethics, Responsible AI, Retrieval-Augmented Generation, LLM Application, Operations Research, General Data Protection Regulation (GDPR), Regulatory Compliance, Strategic Decision-Making, Apache Kafka, Pareto Chart, Operational Analysis, Decision Intelligence, Stakeholder Communications, Revenue Management, Large Language Modeling, Real Time Data, Information Privacy, Statistical Inference, Reinforcement Learning

    Intermediate · Specialization · 3 - 6 Months

  • S

    Simplilearn

    Supervised Learning Regression Classification Clustering

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Machine Learning Methods, Classification Algorithms, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Decision Tree Learning, Predictive Analytics, Logistic Regression, Random Forest Algorithm

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    Blender for Filmmakers: Bring Your Vision to Life

    Skills you'll gain: Animations, Post-Production, Adobe After Effects, Computer Graphics, 3D Assets, 3D Modeling, Motion Graphics, Image Quality, Visualization (Computer Graphics), Computer Graphic Techniques, Graphics Software, Cinematography, Virtual Environment, Videography, Performance Tuning, Photo/Video Production and Technology, Video Editing, Video Production, Visual Storytelling

    Intermediate · Specialization · 3 - 6 Months

  • S

    Starweaver

    Cyber Espionage and Counterintelligence

    Skills you'll gain: Endpoint Detection and Response, Threat Detection, Cyber Threat Hunting, Cyber Threat Intelligence, Intrusion Detection and Prevention, Threat Modeling, Security Information and Event Management (SIEM), Cyber Security Strategy, Exploitation techniques, Cyber Operations, Cybersecurity, Malware Protection, Cyber Attacks, Data Security, System Implementation, Open Source Technology

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Design and Assemble an Oil Tank in SolidWorks

    Skills you'll gain: SolidWorks (CAD), Drafting and Engineering Design, Mechanical Design, Assembly Drawing, 3D Modeling, Verification And Validation, Computer-Aided Design, Equipment Design, Technical Design, Industrial Design, Functional Design, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

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

  • NLP – Machine Learning Models in Python: Packt
  • Machine Learning and Data Analytics Part 1: Northeastern University
  • Skills for a Modern Entrepreneur or Business Owner: Packt
  • Aligning Business Strategy for AI Integration: Northeastern University
  • GenAI Ops: Running Powerful Generative AI Systems: Coursera
  • Chatbots for Beginners: A Complete Guide to Build Chatbots: Packt
  • Amazon Lex Getting Started: Amazon Web Services
  • AI Techniques, Causal Inference & Business Optimization: Coursera
  • Supervised Learning Regression Classification Clustering: Simplilearn
  • Blender for Filmmakers: Bring Your Vision to Life: Skillshare

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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