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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


  • G

    Google Cloud

    Feature Engineering en Français

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Dataflow, Model Evaluation, Data Transformation, Data Store, Keras (Neural Network Library), Data Modeling, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side

    4.5
    Rating, 4.5 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 3 - 6 Months

  • K

    KodeKloud

    Git Basics for DevOps

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, DevOps, Linux, Open Source Technology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    BIM Fundamentals: Smarter Building Design & Planning

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Document Management, Construction, Engineering Documentation, Architectural Drawing, Project Coordination, Computer-Aided Design, Digital Transformation, Architectural Design, Construction Management, Collaboration, 3D Modeling, Data Modeling, Coordination, Visualization (Computer Graphics), Data Visualization

    4.2
    Rating, 4.2 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Capstone: Autonomous Runway Detection for IoT

    Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Internet Of Things, System Requirements, Software Development, Secure Coding, Cloud Computing Architecture, System Design and Implementation, Communication Systems, System Testing, Algorithms, Performance Testing, Computer Vision, Innovation, Encryption

    4.6
    Rating, 4.6 out of 5 stars
    ·
    69 reviews

    Advanced · Course · 1 - 4 Weeks

  • U

    Universidad Nacional de Colombia

    Programación con Python, nivel básico

    Skills you'll gain: Programming Principles, Pseudocode, Debugging, Computational Thinking, Computer Programming, Arithmetic, Algorithms, Program Development, Computational Logic, Python Programming, Development Environment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Dassault Systèmes

    SOLIDWORKS xDesign for Education

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Technical Design, Assembly Drawing, Engineering Drawings, Engineering Design Process, Technical Drawing, Mechanical Design, Mechanical Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    27 reviews

    Beginner · Specialization · 3 - 6 Months

  • 2

    28DIGITAL

    Sustainable Digital Innovation

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Business Transformation, Digital Transformation, Environmental Social And Corporate Governance (ESG), Governance, Innovation, Stakeholder Engagement, Sustainability Reporting, Business Leadership, Business Strategies, Business Modeling, Market Opportunities, Value Propositions

    4.5
    Rating, 4.5 out of 5 stars
    ·
    200 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Azure Infrastructure Fundamentals

    Skills you'll gain: Azure Active Directory, Cloud Infrastructure, Microsoft Azure, Virtual Machines, Infrastructure As A Service (IaaS), Role-Based Access Control (RBAC), Active Directory, Infrastructure Security, Virtual Networking, Multi-Factor Authentication, Cloud Storage, Virtualization, Identity and Access Management, Cloud Computing, Data Storage, Application Performance Management, Network Security, Disaster Recovery

    3.8
    Rating, 3.8 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Python for Beginners: Variables and Strings

    Skills you'll gain: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    58 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado System

    More C++ Programming and Unreal

    Skills you'll gain: Unreal Engine, C++ (Programming Language), Data Structures, Video Game Development, Data Storage, Object Oriented Programming (OOP), Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Python for Data Visualization: Matplotlib & Seaborn

    Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Feature Engineering en Français: Google Cloud
  • Python for Data Science: Real Projects & Analytics: EDUCBA
  • Git Basics for DevOps: KodeKloud
  • BIM Fundamentals: Smarter Building Design & Planning: Coursera
  • Capstone: Autonomous Runway Detection for IoT: 28DIGITAL
  • Programación con Python, nivel básico: Universidad Nacional de Colombia
  • SOLIDWORKS xDesign for Education: Dassault Systèmes
  • Sustainable Digital Innovation: 28DIGITAL
  • Azure Infrastructure Fundamentals: LearnQuest
  • Python for Beginners: Variables and Strings: Coursera

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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