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Machine Learning Courses

Machine learning courses can help you learn data preprocessing, supervised and unsupervised learning, and model evaluation techniques. You can build skills in feature engineering, algorithm selection, and hyperparameter tuning. Many courses introduce tools like Python, TensorFlow, and Scikit-learn, demonstrating how these skills are applied to create predictive models and analyze large datasets.


Popular Machine Learning Courses and Certifications


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    University of Michigan

    Python بُنى بيانات

    Skills you'll gain: Data Structures, Scripting, Scripting Languages, Python Programming, Data Processing, Data Storage Technologies, Data Manipulation, File Management, Development Environment

    Mixed · Course · 1 - 3 Months

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    Coursera

    Azure Data Engineering: Cosmos DB, SQL & Analytics

    Skills you'll gain: Dashboard, Azure Synapse Analytics, Microsoft Azure, Transact-SQL, Microsoft SQL Servers, Data Storage, Data Presentation, Data Architecture, Performance Tuning, Query Languages, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Cloud Computing Architecture, Process Optimization, Data Modeling, System Monitoring, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Predictive Analytics and Forecasting

    Skills you'll gain: Predictive Analytics, Business Analytics, Data Mining, Forecasting, Demand Planning, Statistical Methods, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Data Analysis, Data Processing, Data Cleansing, Classification And Regression Tree (CART), Statistical Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Machine Learning Algorithms

    Build toward a degree

    Mixed · Course · 3 - 6 Months

  • G

    Google Cloud

    Discover and Catalog Vertex AI Assets with Dataplex

    Skills you'll gain: Google Cloud Platform, Data Lakes, Metadata Management, Taxonomy, MLOps (Machine Learning Operations)

    Intermediate · Project · Less Than 2 Hours

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    E

    EDUCBA

    Excel: Apply & Evaluate Unsupervised Clustering

    Skills you'll gain: Unsupervised Learning, Microsoft Excel, Excel Formulas, Scatter Plots, Data Visualization, Data Analysis, Data Manipulation, Feature Engineering, Data Validation

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Learning Deep Learning: Unit 3

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, LLM Application, Computer Vision, Responsible AI, Generative AI, Data Ethics, Multimodal Prompts, Applied Machine Learning, Natural Language Processing, Machine Learning Methods, Artificial Neural Networks, Artificial Intelligence, Application Deployment, Network Model, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AZ-800: Windows Server Hybrid Core Administration

    Skills you'll gain: Active Directory, Azure Active Directory, Virtual Machines, Group Policy, Hyper-V, Windows Servers, Virtualization and Virtual Machines, Cloud Infrastructure, Containerization, Server Administration, Remote Access Systems, Virtual Private Networks (VPN), Network Security, Microsoft Azure, Dynamic Host Configuration Protocol (DHCP), Hybrid Cloud Computing, Microsoft Windows, Windows PowerShell, Data Storage Technologies, User Accounts

    Intermediate · Specialization · 1 - 3 Months

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    Starweaver

    GenAI Data Engineering and RAG Systems

    Skills you'll gain: AI Personalization, System Monitoring, Generative AI, Prompt Engineering, Data Processing, Extract, Transform, Load, Scalability, Data Architecture, Data Pipelines, LLM Application, Performance Tuning, Continuous Monitoring, Enterprise Architecture, Database Systems, Data Quality, Semantic Web, Query Languages, Talent Pipelining, Process Optimization, Engineering

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Supervised Learning, Random Forest Algorithm, Applied Machine Learning, Data Processing, Classification And Regression Tree (CART), Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Predictive Modeling, Performance Testing, Data Analysis, Scikit Learn (Machine Learning Library), Python Programming

    Mixed · Course · 1 - 4 Weeks

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    Packt

    AWS Visualization, Security, and Exam Preparation

    Skills you'll gain: AWS Identity and Access Management (IAM), Dashboard, Amazon Web Services, Interactive Data Visualization, Data Visualization Software, Amazon Redshift, Big Data, Cloud Security, Security Controls, Encryption, Amazon S3, Key Management, Data Integration, Predictive Modeling, Data Cleansing, Machine Learning

    Advanced · Course · 1 - 3 Months

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    Packt

    Become An Ethereum Blockchain Developer

    Skills you'll gain: Blockchain, Application Development, Development Environment, Web Development, Software Development, Development Testing, Transaction Processing, Debugging, Verification And Validation, Data Storage

    Beginner · Course · 1 - 3 Months

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    Pearson

    Practical Blockchain and Cryptocurrency

    Skills you'll gain: Blockchain, Cryptography, Cybersecurity, Enterprise Application Management, Cyber Attacks, Emerging Technologies, Financial Trading, Digital Assets, Cyber Security Assessment, FinTech, Payment Systems, Security Testing, Transaction Processing

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular Machine Learning courses

  • Python بُنى بيانات: University of Michigan
  • Azure Data Engineering: Cosmos DB, SQL & Analytics: Coursera
  • Predictive Analytics and Forecasting: O.P. Jindal Global University
  • Discover and Catalog Vertex AI Assets with Dataplex: Google Cloud
  • Excel: Apply & Evaluate Unsupervised Clustering: EDUCBA
  • Learning Deep Learning: Unit 3: Pearson
  • AZ-800: Windows Server Hybrid Core Administration: Packt
  • GenAI Data Engineering and RAG Systems: Starweaver
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • AWS Visualization, Security, and Exam Preparation: Packt

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