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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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    Scrimba

    Beginner's Guide to Unit Testing

    Skills you'll gain: Unit Testing, Test Case, Test Driven Development (TDD), Debugging, Software Testing, Development Testing, Test Automation, Test Tools, Quality Assurance

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Prometheus Monitoring: Configure & Visualize Systems

    Skills you'll gain: Amazon CloudWatch, Interactive Data Visualization, Application Performance Management, Security Controls, Cloud-Native Computing, Authentications, Network Monitoring, DevOps, Site Reliability Engineering, Amazon Web Services, System Configuration, Service Management, Software Installation

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Programming Generative AI: Unit 2

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Tencent Cloud

    Tencent Cloud SysOps Associate

    Skills you'll gain: Cloud Management, Data Storage, Serverless Computing, Cloud Computing, Scalability, System Monitoring, Load Balancing, Cloud Computing Architecture, Virtual Networking, Cloud Security, Cloud Deployment, Database Management, Servers, Identity and Access Management, Data Migration

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Create Image Captioning Models - Italiano

    Skills you'll gain: Image Analysis, Deep Learning, Convolutional Neural Networks, Model Evaluation, Artificial Neural Networks

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Master Unity Game Physics: Apply, Simulate & Transform

    Skills you'll gain: Unity Engine, Torque (Physics), Game Design, Video Game Development, Mechanics, Simulations, Mathematical Modeling, Physics, Engineering Calculations, Scripting, C# (Programming Language), Linear Algebra, Applied Mathematics

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Resilience & Leadership: Design, Development, & Integration

    Skills you'll gain: Crisis Management, Climate Change Adaptation, Change Management, Business Continuity, Organizational Change, Engineering Management, Sustainable Development, Systems Thinking, Organizational Leadership, Risk Management, Leadership, Innovation, Cross-Functional Collaboration

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Institut Mines-Télécom

    Traitement d'images : segmentation et caractérisation

    Skills you'll gain: Image Analysis, Computer Vision, Image Quality, Data Processing, Digital Signal Processing, Data Analysis, Computer Programming, Medical Imaging, Python Programming, Histogram, Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Edureka

    Python and Statistics Foundations

    Skills you'll gain: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Board Infinity

    Foundations of Usability Testing

    Skills you'll gain: Usability Testing, Usability, Human Centered Design, Human Factors, Human Computer Interaction, Software Testing, User Interface (UI), Web Content Accessibility Guidelines, User Experience, User Research, Risk Management Framework, Law, Regulation, and Compliance

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Social Media Automation using Python

    Skills you'll gain: Email Automation, Automation, Application Programming Interface (API), Scripting, Python Programming, Web Scraping, Data Import/Export, Data Manipulation

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Advanced Agile for Product Managers: Scaling Agile Teams

    Skills you'll gain: Scaled Agile Framework, Agile Product Development, Sprint Planning, Agile Methodology, Cross-Functional Collaboration, Dependency Analysis, Coordinating, Strategic Leadership, Product Management, Collaboration, Leadership, Performance Measurement, Team Performance Management, Coordination, Release Management, Prioritization, Innovation, Estimation

    Advanced · Course · 1 - 4 Weeks

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

  • Beginner's Guide to Unit Testing: Scrimba
  • Prometheus Monitoring: Configure & Visualize Systems: EDUCBA
  • Programming Generative AI: Unit 2: Pearson
  • Tencent Cloud SysOps Associate: Tencent Cloud
  • Create Image Captioning Models - Italiano: Google Cloud
  • Master Unity Game Physics: Apply, Simulate & Transform: EDUCBA
  • Resilience & Leadership: Design, Development, & Integration: University of Colorado Boulder
  • Traitement d'images : segmentation et caractérisation: Institut Mines-Télécom
  • Python and Statistics Foundations: Edureka
  • Foundations of Usability Testing: Board Infinity

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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