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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


  • E

    EDUCBA

    PyMongo - Beginners

    Skills you'll gain: MongoDB, Data Access, Query Languages, Database Management, NoSQL, Databases, Database Development, Scripting, Python Programming, Development Environment, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Additive Manufacturing

    Skills you'll gain: Case Studies, Manufacturing Processes, Manufacturing and Production, Manufacturing Operations, Business Transformation, Technology Strategies, Digital Transformation, Technology Roadmaps, Emerging Technologies, Strategic Partnership, Industrial Engineering, Cost Benefit Analysis, Market Opportunities, Risk Analysis, Prototyping, System Implementation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    96 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    IA generativa: descubre los conceptos fundamentales

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, AI literacy, LLM Application, Responsible AI, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Machine Learning, Business Solutions, Data Access, Data Quality

    4.1
    Rating, 4.1 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    Big Data Analytics

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, Apache Hive, NoSQL, Database Systems, Data Mining, Cloud Applications, Cloud Solutions, Real Time Data, Cloud Computing, Data Processing, Query Languages, Distributed Computing, Applied Machine Learning, Scripting Languages, Data Manipulation

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Cybersecurity Identity and Access Solutions using Azure AD

    Skills you'll gain: Azure Active Directory, Zero Trust Network Access, Authentications, Active Directory, Identity and Access Management, Microsoft Azure, Authorization (Computing), Cybersecurity, Multi-Factor Authentication, Single Sign-On (SSO), Software As A Service, Enterprise Security

    4.4
    Rating, 4.4 out of 5 stars
    ·
    191 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Design of High-Performance Optical Systems

    Skills you'll gain: Image Quality, Engineering, Scientific, and Technical Instruments, Electrical Engineering, Image Analysis, Systems Design, Human Factors, System Design and Implementation, Engineering Calculations, Technical Design, Simulation and Simulation Software, Engineering Design Process, Mathematical Modeling, Applied Mathematics

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    53 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Clustering Analysis

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Exploratory Data Analysis, Data Analysis, Anomaly Detection, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    CertNexus

    Communicate Effectively about Ethical Challenges in Data-Driven Technologies

    Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    97 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad Austral

    Programación Orientada a Objetos con Python

    Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Maintainability, Test Automation, Diagram Design, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    289 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    XHTML - Advanced Server Side Programming with PHP

    Skills you'll gain: PHP (Scripting Language), File I/O, Web Applications, Responsive Web Design, MySQL, Web Design and Development, Server Side, HTML and CSS, Data Import/Export, Back-End Web Development, Scripting Languages, Hypertext Markup Language (HTML), Scripting, Database Development, Code Reusability, File Management, File Systems, SQL, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI in Supply Chain

    Skills you'll gain: Supply Chain, Supply Chain Management, Inventory Management System, Supply Chain Planning, Supply Chain Systems, Inventory Management, Demand Planning, Inventory Control, Supply Management, Customer Demand Planning, Forecasting, Logistics, Supplier Management, Logistics Management, AI Enablement, Supplier Relationship Management, Risking, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents

    3.3
    Rating, 3.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

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

  • PyMongo - Beginners: EDUCBA
  • Additive Manufacturing: University of Michigan
  • IA generativa: descubre los conceptos fundamentales: Google Cloud
  • Big Data Analytics: O.P. Jindal Global University
  • Cybersecurity Identity and Access Solutions using Azure AD: Microsoft
  • Vision & Audio AI Systems: Coursera
  • Design of High-Performance Optical Systems: University of Colorado Boulder
  • Clustering Analysis: University of Colorado Boulder
  • Communicate Effectively about Ethical Challenges in Data-Driven Technologies: CertNexus
  • Programación Orientada a Objetos con Python: Universidad Austral

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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