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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


  • C

    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Exploratory Data Analysis, Anomaly Detection, Data Visualization, Data Synthesis, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Codio

    Java Basic Structures: Arrays, Strings, and Files

    Skills you'll gain: File I/O, Data Import/Export, Java Programming, Java, Computer Programming, Data Structures, Object Oriented Programming (OOP), Integrated Development Environments, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Codio

    Intro to Operating Systems 3: Concurrency

    Skills you'll gain: OS Process Management, Operating Systems, System Programming, Performance Tuning, C (Programming Language), Data Structures, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    35 reviews

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    CCNA Expert – Network Automation, Cloud, and Emerging Technologies

    Skills you'll gain: Wireless Networks, Cloud Computing, Network Monitoring, Network Security, Event Monitoring, Network Performance Management, Software-Defined Networking, Ansible, Network Administration, Authentications, Virtualization, Encryption, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Restful API

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Data Analysis : OpenAI Assistant API

    Skills you'll gain: OpenAI API, Prompt Engineering, Data Analysis, Generative AI, Data Visualization Software, Analysis, Data Manipulation, Artificial Intelligence, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Unleash Student Creativity with Buncee

    Skills you'll gain: Animations, Multimedia, Creativity, Content Creation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Create eLearning Courses with Articulate Storyline 360

    Skills you'll gain: Educational Materials, Learning Management Systems, Instructional Design, Animation and Game Design, Interaction Design, Graphic and Visual Design, Design Elements And Principles

    Intermediate · Course · 3 - 6 Months

  • N

    Nanjing University

    网络课程与学习评价

    Skills you'll gain: Student-Centred Learning, Higher Education, Curriculum Development, Instructional and Curriculum Design, Education and Training, Digital pedagogy, Pedagogy, Blended Learning, Learning Theory, Teaching, Innovation, Human Learning, Student Engagement, Creativity, Cultural Responsiveness, Self-Motivation

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 3 Months

  • I

    Infosec

    NIST DoD RMF

    Skills you'll gain: Risk Management Framework, Federal Information Security Management Act, NIST 800-53, Systems Development Life Cycle, Cyber Risk, Security Management, Continuous Monitoring, Cyber Security Policies, Security Controls, Authorization (Computing), Information Privacy, Information Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    53 reviews

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    DP-100 Microsoft Azure DS Exam

    Skills you'll gain: Microsoft Azure, Model Deployment, MLOps (Machine Learning Operations), Cloud Computing, Data Pipelines, Application Deployment, Cloud Computing Architecture, Data Management, Virtual Machines, Machine Learning Algorithms, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Learn PLC and HMI from Scratch (Basic)

    Skills you'll gain: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Real-Time Operating Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Automation Engineering, Program Development, Automation, Simulations, System Monitoring, Electrical Wiring, Computational Logic, Simulation and Simulation Software, User Interface (UI) Design, Network Troubleshooting, User Feedback

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Java Basic Structures: Arrays, Strings, and Files: Codio
  • Intro to Operating Systems 3: Concurrency: Codio
  • CCNA Expert – Network Automation, Cloud, and Emerging Technologies: Packt
  • GenAI for Data Analysis : OpenAI Assistant API : Coursera
  • Unleash Student Creativity with Buncee : Coursera
  • Create eLearning Courses with Articulate Storyline 360: Packt
  • 网络课程与学习评价: Nanjing University
  • NIST DoD RMF: Infosec
  • DP-100 Microsoft Azure DS Exam: 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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