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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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    Simplilearn

    Foundations of Six Sigma Define Phase Training

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Continuous Improvement Process, Six Sigma Methodology, Process Improvement, Quality Improvement, Performance Metric, Project Scoping, Project Planning, Business Metrics, Process Analysis, Business Process, Pareto Chart, Waste Minimization, Problem Solving, Cost Benefit Analysis

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master MariaDB: Install, Design & Manage Databases

    Skills you'll gain: Database Design, MySQL, Operational Databases, Relational Databases, SQL, PHP (Scripting Language), Database Application, Database Systems, Database Management, Databases, Database Management Systems, Back-End Web Development, Data Structures, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Blend Hybrid Search

    Skills you'll gain: Vector Databases, Semantic Web, Web Analytics and SEO, Embeddings, Application Programming Interface (API)

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Stream Real-Time Geo

    Skills you'll gain: Leaflet (Software), Global Positioning Systems, Geospatial Mapping, Internet Of Things, Systems Integration, Frontend Performance, Javascript, Network Troubleshooting

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Data Literacy, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Statistical Analysis, Quantitative Research, Data Science, Theoretical Computer Science, Sample Size Determination, Artificial Intelligence

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    355 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    Data Engineering Workflow Orchestration with Airflow

    Skills you'll gain: Apache Airflow, CI/CD, Data Pipelines, Continuous Deployment, Workflow Management, Site Reliability Engineering, Data Engineering, Model Deployment, Data Quality, Version Control, PostgreSQL, Git (Version Control System), Python Programming, Debugging, SQL, Production Management, Scheduling, Unit Testing, Linux Commands, Web Servers

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Performance Testing Fundamentals

    Skills you'll gain: Performance Testing, Test Planning, Test Tools, Test Data, Apache, Test Execution Engine, Virtual Environment, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado System

    School Health for Children and Adolescents

    Skills you'll gain: Autism Spectrum Disorders, Individualized Education Programs (IEP), Special Education, Nutrition Education, Community Health, School Psychology, Chronic Diseases, Case Studies, Student Support and Services, Nutrition and Diet, Empathy & Emotional Intelligence, Health Education, Health Promotion, School Counseling, Mental and Behavioral Health Specialties, Parent Communication, Care Management, Communication Disorders, Neurology, Behavioral Health

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    SkillsBooster Academy

    AI for Content Creation

    Skills you'll gain: Prompt Engineering, Presentations, Marketing Automation, Generative AI, Content Creation, Generative AI Agents, Marketing Design, Brand Management, Brand Strategy, Multimedia, Strategic Marketing, Data Visualization, Brand Awareness, Visual Design, Interactive Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), Video Editing, Persona Development, Digital Marketing, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Developing Industrial Internet of Things

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, Internet Of Things, Product Development, Data Preprocessing, Analytics, Embedded Software, Embedded Systems, File Systems, New Product Development, Data Analysis, Debugging, Model Based Systems Engineering, Wireless Networks, Infrastructure Security, General Networking, Computer Engineering, Cybersecurity, Failure Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    855 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Apply OpenGL Texturing and Camera Systems

    Skills you'll gain: Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Data Lakes, Microsoft Azure, Data Architecture, Process Optimization, Process Improvement and Optimization, Real Time Data, Data Modeling, Performance Tuning, Data Pipelines, Interactive Data Visualization, Data Governance, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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

  • Foundations of Six Sigma Define Phase Training: Simplilearn
  • Master MariaDB: Install, Design & Manage Databases: EDUCBA
  • Blend Hybrid Search: Coursera
  • Stream Real-Time Geo: Coursera
  • Data Science Foundations: Statistical Inference: University of Colorado Boulder
  • Data Engineering Workflow Orchestration with Airflow: Edureka
  • Master Performance Testing Fundamentals: EDUCBA
  • School Health for Children and Adolescents: University of Colorado System
  • AI for Content Creation: SkillsBooster Academy
  • Developing Industrial Internet of Things: University of Colorado Boulder

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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