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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


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    Corporate Finance Institute

    Data Analysis With Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Pandas (Python Package), NumPy, Data Analysis, Seaborn, Data Storytelling, Data Cleansing, Data Presentation, Data Analysis Software, Data Wrangling, Data Manipulation, Jupyter, Data Quality, Exploratory Data Analysis, Data Transformation, Statistical Methods, Statistical Analysis, Python Programming

    Intermediate · Course · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Micro and Nanofabrication (MEMS)

    Skills you'll gain: Manufacturing Processes, Semiconductors, Manufacturing and Production, Process Engineering, Materials science, Engineering, Scientific, and Technical Instruments, Electronics Engineering, Chemical Engineering, Laboratory Equipment, Process Control, Verification And Validation, Electronics, Process Analysis, Scientific Methods, Systems Of Measurement

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    SkillUp

    S.A.F.E. Mortgage Licensing Act – Regulation G (Federal)

    Skills you'll gain: Registration, Loan Origination, Mortgage Loans, Compliance Training, Regulatory Compliance, Bank Regulations, Financial Regulations, Compliance Management, Compliance Reporting, Consumer Lending, Law, Regulation, and Compliance, Regulatory Requirements, Governance Risk Management and Compliance, Compliance Auditing, Procedure Development, Continuous Monitoring

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Observability & Metrics

    Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Azure DevOps Pipelines, DevOps, Grafana, Application Performance Management, CI/CD, Continuous Deployment, Performance Testing, DevSecOps, Event Monitoring, Test Tools, Solution Architecture, Operational Excellence, Dashboard Creation, Dashboard, Test Case, Performance Metric, Root Cause Analysis, Problem Management

    Advanced · Course · 1 - 3 Months

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    The University of Edinburgh

    Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences

    Skills you'll gain: Artificial Intelligence, Psychology, Human Development, Scientific Methods, Research

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University at Buffalo

    Improving Leadership & Governance in Nonprofit Organizations

    Skills you'll gain: Peer Review, Governance, Strategic Planning, Consulting, Performance Measurement, Leadership Studies, Meeting Facilitation, Leadership and Management, Performance Review, Organizational Strategy, Research Reports, Philanthropy, Organizational Leadership, Report Writing, Leadership, Performance Analysis, Performance Management, Organizational Effectiveness, Strategic Leadership, Leadership Development

    4.5
    Rating, 4.5 out of 5 stars
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    287 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
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    212 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    Sage Publications

    Advanced Human Resource Management Strategies

    Skills you'll gain: Human Resource Management, Human Resources, Human Resources Management and Planning, Human Resource Strategy, Human Capital, People Analytics, Human Resources Information System (HRIS), HR Tech, Human Resource Policies, Business Ethics, Workforce Development, Workforce Planning, Employee Relations, Performance Management, Organizational Strategy, Employee Performance Management, Strategic Leadership, Ethical Standards And Conduct, Employee Engagement, Talent Acquisition

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    Universitat Autònoma de Barcelona

    Digital Systems: From Logic Gates to Processors

    Skills you'll gain: Computer Architecture, Systems Design, Microarchitecture, System Design and Implementation, Technical Design, Application Specific Integrated Circuits, Digital Design, Design Software, Hardware Architecture, Computer Hardware, Simulations

    4.3
    Rating, 4.3 out of 5 stars
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    860 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Michigan

    AI for Energy and Biomedical Applications

    Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Image Analysis, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Drug Development, Sustainable Technologies, Generative AI, Patient-centered Care, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Anomaly Detection, Machine Learning Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    80 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Hacia una práctica constructivista en el aula

    Skills you'll gain: Curriculum Development, Course Development, Curriculum Planning, Education and Training, Teaching, Instructional and Curriculum Design, Pedagogy, Instructional Design, Human Learning, Lesson Planning, Interactive Learning, Digital pedagogy, Student-Centred Learning, Instructional Strategies, Learning Theory, Peer Review, Student Engagement, Culture, Social Sciences, Diversity Awareness

    4.9
    Rating, 4.9 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Building Scalable Applications with .NET Core

    Skills you'll gain: Load Balancing, Scalability, Microservices, .NET Framework, Cloud Deployment, Database Management Systems, Redis, Application Performance Management, Software Design Patterns, Cloud Computing Architecture, Cloud Applications, Database Development, Databases, System Monitoring, Software Architecture, Distributed Computing, Cloud-Native Computing, Microsoft Azure, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    80 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • Data Analysis With Python: Corporate Finance Institute
  • Micro and Nanofabrication (MEMS): École Polytechnique Fédérale de Lausanne
  • S.A.F.E. Mortgage Licensing Act – Regulation G (Federal): SkillUp
  • Observability & Metrics: Microsoft
  • Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences: The University of Edinburgh
  • Improving Leadership & Governance in Nonprofit Organizations: University at Buffalo
  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • Advanced Human Resource Management Strategies: Sage Publications
  • Digital Systems: From Logic Gates to Processors: Universitat Autònoma de Barcelona
  • AI for Energy and Biomedical Applications: University of Michigan

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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