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  • Probabilistic Graphical Models

Probabilistic Graphical Models Courses

Probabilistic Graphical Models courses can help you learn Bayesian networks, Markov random fields, and inference algorithms. You can build skills in modeling uncertainty, reasoning under uncertainty, and making predictions based on incomplete data. Many courses introduce tools like TensorFlow Probability and PyMC3, which are used for implementing these models and performing complex calculations, enabling you to apply your knowledge to real-world data analysis and machine learning tasks.

Popular Probabilistic Graphical Models Courses and Certifications


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    Splunk Inc.

    Splunk Search Expert 102

    Skills you'll gain: Splunk, Data Transformation, Data Manipulation, Statistical Analysis, Data Processing, Time Series Analysis and Forecasting, Data Cleansing, Data Analysis, Big Data, Data Science, Business Analytics, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
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    57 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Vital Skills for Data Science

    Skills you'll gain: Data Ethics, Data Visualization, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, Technical Communication, Cybersecurity, Healthcare Ethics, Cyber Attacks, Usability, Statistical Reporting, Computer Security, Data Storytelling, Ethical Standards And Conduct, Medical Science and Research, Information Privacy, Analysis

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    133 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Simulations, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Statistical Methods, Probability Distribution

    4.9
    Rating, 4.9 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Clean and analyze social media usage data with Python

    Skills you'll gain: Social Media Analytics, Data Visualization, Plot (Graphics), Statistical Visualization, Matplotlib, Marketing Analytics, Social Media Marketing, Python Programming, Social Media, Data Presentation, Data Analysis, Data Wrangling, Exploratory Data Analysis, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter

    4
    Rating, 4 out of 5 stars
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    40 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Introduction to Ethical Hacking and Recon Techniques

    Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Cyber Threat Intelligence, Penetration Testing, Threat Management, Threat Detection, Cyber Security Assessment, Cybersecurity, Cyber Security Strategy, Cyber Operations, Vulnerability Scanning, Cyber Attacks, Computer Security, Vulnerability Assessments, Security Strategy, Cyber Security Policies, Network Security, Network Analysis, Network Protocols

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Irvine

    Data Warehousing and Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Data Architecture, Unsupervised Learning, Data-Driven Decision-Making, Databases, Predictive Modeling, Cloud Computing, Market Analysis, Data Transformation, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    131 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Statements, Data Import/Export, Data Cleansing, Financial Statement Analysis, Risk Modeling, Financial Forecasting, Risk Management Framework, Capital Budgeting, Supervised Learning, Risk Management, Financial Auditing, Variance Analysis, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization

    3
    Rating, 3 out of 5 stars
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    7 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    University at Buffalo

    Data Analysis and Visualization

    Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Analysis Software, Data Visualization, Data Presentation, Data Visualization Software, Data-Driven Decision-Making, Business Analytics, Tableau Software, Statistical Visualization, Data Literacy, Data Analysis, Process Capability, Minitab, Data Cleansing, Business Intelligence, Statistical Analysis, Data Quality, Analysis, Process Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    178 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    MLOps Platforms: Amazon SageMaker and Azure ML

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Microsoft Azure, Model Deployment, Data Engineering, Exploratory Data Analysis, Data Pipelines, Model Training, Amazon Web Services, Feature Engineering, Cloud Solutions, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Preprocessing, Cloud Deployment, Data Analysis, Applied Machine Learning, Machine Learning Methods, Machine Learning, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
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    59 reviews

    Advanced · Course · 1 - 3 Months

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    LearnQuest

    AI for Scientific Research

    Skills you'll gain: Data Preprocessing, Feature Engineering, Model Evaluation, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Model Optimization, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, Model Training, Machine Learning, Data Science

    3.3
    Rating, 3.3 out of 5 stars
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    104 reviews

    Beginner · Specialization · 3 - 6 Months

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    Columbia University

    Term-Structure and Credit Derivatives

    Skills you'll gain: Derivatives, Mortgage Loans, Securities (Finance), Credit Risk, Futures Exchange, Financial Modeling, Risk Modeling, Financial Market, Mathematical Modeling, Loans, Applied Mathematics, Microsoft Excel, Model Evaluation, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
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    67 reviews

    Intermediate · Course · 1 - 3 Months

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    Corporate Finance Institute

    Intermediate DAX & Time Intelligence

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Business Intelligence, Microsoft Excel, Business Intelligence Software, Spreadsheet Software, Context Management, Data Manipulation, Time Series Analysis and Forecasting

    4.8
    Rating, 4.8 out of 5 stars
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    60 reviews

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular probabilistic graphical models courses

  • Splunk Search Expert 102: Splunk Inc.
  • Vital Skills for Data Science: University of Colorado Boulder
  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
  • Clean and analyze social media usage data with Python: Coursera
  • Introduction to Ethical Hacking and Recon Techniques: Packt
  • Data Warehousing and Business Intelligence: University of California, Irvine
  • Financial Analyst: AI, Excel, and Power BI Skills: Coursera
  • Data Analysis and Visualization: University at Buffalo
  • MLOps Platforms: Amazon SageMaker and Azure ML: Duke University
  • AI for Scientific Research: LearnQuest

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