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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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    IBM

    Unstructured Data Engineering for AI

    Skills you'll gain: Unstructured Data, Data Engineering, Data Cleansing, Responsible AI, Data Processing, Data Quality, Data Governance, Data Lakes, Text Mining, Data Capture, AI Workflows, Data Architecture, Document Management, Taxonomy, Retrieval-Augmented Generation, Metadata Management, Personally Identifiable Information, Information Architecture, Data Collection, Release Management

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Data Preparation and Analysis

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Data Wrangling, Data Processing, Data Cleansing, Data Quality, Data Analysis, Data Transformation, Anomaly Detection, Data Manipulation, Data Integration, Model Training, Data Validation, Test Data, Data Import/Export, Statistical Methods, Statistical Analysis, Descriptive Statistics

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Algorithms for Battery Management Systems

    Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Simulation and Simulation Software, Simulations, Safety Standards, Electronic Components, Estimation, Control Systems, Thermal Management, Electronics, Mathematical Modeling, Power Electronics, Electrical Power, Failure Analysis, Electrical Engineering, Energy and Utilities, Model Evaluation, Mathematical Software, Applied Mathematics

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

    Skills you'll gain: Computer Science, Computer Systems, Computer Architecture, Computer Programming, Programming Principles, Memory Management, System Software, System Programming, Virtual Machines, Operating Systems, Hardware Architecture, Software Architecture, Algorithms, Software Design, Program Development, Object Oriented Programming (OOP), Data Structures, Computer Graphics, Peripheral Devices

    4.9
    Rating, 4.9 out of 5 stars
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    535 reviews

    Mixed · Course · 1 - 3 Months

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    L&T EduTech

    Integration of Distributed Energy Resources in MicroGrid

    Skills you'll gain: Electrical Power, Energy and Utilities, Electric Power Systems, Electrical Systems, Sustainable Technologies, Sustainable Development, Sustainable Design, Basic Electrical Systems, Time Series Analysis and Forecasting, Simulation and Simulation Software, Sustainable Systems, Electrical Engineering, Simulations, Matlab, Mathematical Modeling, Predictive Modeling, Control Systems, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    Microsoft Azure: AI, Infrastructure, and Data Solutions

    Skills you'll gain: Cloud Infrastructure, Microsoft Azure, Infrastructure As A Service (IaaS), Data Processing, Big Data, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Databricks, Infrastructure Security, Data Pipelines, Virtual Networking, Azure DevOps, Virtual Machines, Azure Active Directory, Analytics, Active Directory, Network Security, Model Deployment, Python Programming, Role-Based Access Control (RBAC)

    4.4
    Rating, 4.4 out of 5 stars
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    1.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Kali Linux: Ethical Hacking & Pentesting

    Skills you'll gain: Penetration Testing, Metasploit, Vulnerability Scanning, Malware Protection, Exploitation techniques, Exploit development, Database Management, Security Testing, Cyber Security Strategy, Vulnerability Assessments, Cryptographic Protocols, Cyber Security Assessment, Cryptography, Brute-force attacks, Database Software, Threat Detection, Data Import/Export, Cybersecurity, Linux, Linux Administration

    4.8
    Rating, 4.8 out of 5 stars
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    105 reviews

    Beginner · Specialization · 3 - 6 Months

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    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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    University of Minnesota

    Matrix Methods

    Skills you'll gain: Dimensionality Reduction, Linear Algebra, Unsupervised Learning, Machine Learning Methods, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Applied Machine Learning, Data Manipulation, Algorithms, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    249 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    ISO, CMMI & Project Quality Certification Mastery

    Skills you'll gain: Earned Value Management, ISO 9000 Series, Governance Risk Management and Compliance, Quality Management Systems, Quality Management, Continuous Improvement Process, Quality Improvement, Performance Improvement, Project Risk Management, Program Implementation, Process Improvement, Culture Transformation, Audit Planning, Project Performance, Risk Management, Continuous Quality Improvement (CQI), Cost Management, Project Controls, Quality Control, Project Management

    4.6
    Rating, 4.6 out of 5 stars
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    87 reviews

    Beginner · Specialization · 1 - 3 Months

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    Scrum Alliance

    The AI-Powered Scrum Master

    Skills you'll gain: Scrum (Software Development), Prompt Engineering, Backlogs, Sprint Planning, Agile Product Development, Agile Software Development, Agile Project Management, Agile Methodology, Responsible AI, Team Management, Project Management, Project Coordination, Team Leadership, Team Motivation, Cross-Functional Team Leadership, Project Planning, Leadership and Management, Strategic Leadership, Leadership, Leadership Development

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Berklee

    Guitar for Beginners

    Skills you'll gain: Music Theory, Music, Instrumental Music, Music Performance

    4.8
    Rating, 4.8 out of 5 stars
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    2.3K reviews

    Mixed · Course · 1 - 3 Months

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

  • Unstructured Data Engineering for AI: IBM
  • Data Preparation and Analysis: Coursera
  • Algorithms for Battery Management Systems: University of Colorado Boulder
  • Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course): Hebrew University of Jerusalem
  • Integration of Distributed Energy Resources in MicroGrid: L&T EduTech
  • Microsoft Azure: AI, Infrastructure, and Data Solutions: LearnQuest
  • Kali Linux: Ethical Hacking & Pentesting: EDUCBA
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Matrix Methods: University of Minnesota
  • ISO, CMMI & Project Quality Certification Mastery: EDUCBA

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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