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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


  • U

    University of California San Diego

    Finding Mutations in DNA and Proteins (Bioinformatics VI)

    Skills you'll gain: Bioinformatics, Markov Model, Molecular Biology, Machine Learning Methods, Algorithms, Data Transformation, Performance Tuning, Memory Management

    4.6 stars, 62 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (62) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    California Institute of the Arts

    Approaching Music Theory: Melodic Forms and Simple Harmony

    Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Music Performance

    4.6 stars, 173 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (173) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Generative AI for Software Developers

    Skills you'll gain: GitHub Copilot, Generative AI, Microsoft Copilot, Prompt Engineering, Test Case, Responsible AI, Microsoft Visual Studio, Version Control, Code Review, Data Ethics, GitHub, Prompt Patterns, Microsoft Development Tools, Integrated Development Environments, AI literacy, Software Versioning, AI Integrations, Risking, Software Development Tools, Project Management

    4.3 stars, 243 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (243) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Introduction to Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, AI Integrations, Exploratory Data Analysis, Anomaly Detection

    4.3 stars, 106 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (106) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    AWS Artificial Intelligence Practitioner

    Skills you'll gain: Responsible AI, Generative AI, Amazon Bedrock, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, Prompt Engineering Tools, AI Security, Artificial Intelligence, Model Optimization, Applied Machine Learning, Prompt Engineering, Data Ethics, Machine Learning Methods, AI Integrations, Model Training, LLM Application, Cloud Solutions

    4.5 stars, 60 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (60) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of California San Diego

    Big Data - Capstone Project

    Skills you'll gain: Data Presentation, Data Mining, Data Processing, Big Data, Apache Spark, Splunk, Data Analysis, Unstructured Data, Analytics, Data Wrangling, Network Analysis, Classification Algorithms

    4.4 stars, 402 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (402) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Matlab and Simulink Basics

    Skills you'll gain: Matlab, Data Visualization, Engineering Practices, Data Analysis, Model Based Systems Engineering, Applied Mathematics, Computer Programming, Data Integration, Data Manipulation

    4.1 stars, 58 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (58) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    REST Assured Java - Testing Employee Database

    Skills you'll gain: Software Quality (SQA/SQC), Test Automation

    4.6 stars, 20 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (20) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Quantum Information

    Skills you'll gain: Quantum computing, Communication Systems, Emerging Technologies, Information Technology

    4.4 stars, 172 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.4 (172) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Architecting with Google Kubernetes Engine: Workloads

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Data Persistence, Data Storage, General Networking, Network Security, Configuration Management

    4.7 stars, 1.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (1.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Cape Town

    Educating Deaf Children: Becoming an Empowered Teacher

    Skills you'll gain: Disabilities, Special Education, Cultural Responsiveness, Diversity Awareness, Child Development, Working With Children, Teaching, Family Support, Differentiated Instruction, Childhood Education and Development, Parent Communication, Communication Disorders, Advocacy, Language Disorders, Non-Verbal Communication

    4.9 stars, 424 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (424) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Automated Cyber Security Incident Response

    Skills you'll gain: Incident Response, Intrusion Detection and Prevention, Computer Security Incident Management, Incident Management, Threat Detection, Security Information and Event Management (SIEM), IT Automation, Automation, Event Monitoring, Cyber Threat Intelligence, Continuous Monitoring, System Monitoring, Anomaly Detection, Cybersecurity, Data Analysis Software, Artificial Intelligence and Machine Learning (AI/ML)

    4.7 stars, 69 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (69) · Beginner · Course · 1 - 4 Weeks

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

  • Finding Mutations in DNA and Proteins (Bioinformatics VI): University of California San Diego
  • Approaching Music Theory: Melodic Forms and Simple Harmony: California Institute of the Arts
  • Generative AI for Software Developers: Microsoft
  • Introduction to Generative AI for Data Analysis: Microsoft
  • AWS Artificial Intelligence Practitioner: Amazon Web Services
  • Big Data - Capstone Project: University of California San Diego
  • Matlab and Simulink Basics: STARWEAVER
  • REST Assured Java - Testing Employee Database: EDUCBA
  • Introduction to Quantum Information: Korea Advanced Institute of Science and Technology(KAIST)
  • Architecting with Google Kubernetes Engine: Workloads: Google Cloud

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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