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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

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Data Storytelling, Advanced Analytics, Statistical Analysis, Data Analysis, Statistical Modeling, Applied Machine Learning, Statistical Methods, Analytical Skills, Data Science, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, AI literacy, Machine Learning, Portfolio Management

    4.8 stars, 1.4K reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (1.4K) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI and Public Health

    Skills you'll gain: Model Evaluation, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Ethics, Machine Learning Algorithms, Artificial Intelligence, Model Training, Machine Learning, Applied Machine Learning, Responsible AI, Data Manipulation, Supervised Learning, Information Privacy, AI literacy, Environmental Monitoring, Healthcare Ethics, Public Health

    4.8 stars, 252 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (252) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Developing AI Applications on Azure

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Model Training, Model Deployment, Microsoft Azure, Artificial Intelligence, Applied Machine Learning, Python Programming, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Data Science, Image Analysis, Computer Vision, Process Driven Development, Natural Language Processing, Application Programming Interface (API)

    4.4 stars, 978 reviews, Advanced, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Bioinformatics

    Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Statistical Methods, Applied Machine Learning, Data Analysis Software, Machine Learning Algorithms, Molecular, Cellular, and Microbiology, Markov Model, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Epidemiology, Statistical Analysis, Precision Medicine, Algorithms, Computational Thinking, Python Programming

    4.3 stars, 1.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (1.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Recommender Systems

    Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Methods, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Test Data, Machine Learning, Dimensionality Reduction, Performance Metric, Performance Testing, Spreadsheet Software, Analysis, Systems Design, Solution Design, Predictive Modeling, Microsoft Excel, Statistical Methods

    4.3 stars, 833 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (833) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    SPSS: Apply & Evaluate Cluster Analysis Techniques

    Skills you'll gain: Unsupervised Learning, SPSS (Software), SPSS, Statistical Machine Learning, Applied Machine Learning, Machine Learning, Machine Learning Methods, Statistical Software, Data Preprocessing, Machine Learning Algorithms, Statistical Analysis, Model Evaluation, Data Mining, Data Cleansing, Data Analysis, Statistical Methods, Data Visualization

    4.8 stars, 20 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (20) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of London

    The Data Science Profession – Student View

    Skills you'll gain: Machine Learning Algorithms, Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Machine Learning

    4.7 stars, 89 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI For Medical Treatment

    Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Feature Engineering, Treatment Planning, Data Analysis, Precision Medicine, Model Evaluation, Applied Machine Learning, Patient Treatment, Clinical Documentation, Machine Learning Methods, AI Personalization, Machine Learning, Text Mining, Health Informatics, Large Language Modeling, Natural Language Processing

    4.7 stars, 544 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (544) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Madecraft

    Foundations of AI Privacy and Blockchain

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Information Privacy, Predictive Modeling, General Data Protection Regulation (GDPR), Personally Identifiable Information, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Governance, Threat Modeling, Application Security, AI literacy, Large Language Modeling, Natural Language Processing, Model Training, Security Engineering, Blockchain, Machine Learning, Data Processing

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI for Good

    Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, Artificial Intelligence, Machine Learning, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing

    4.7 stars, 619 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (619) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Python Essentials for MLOps

    Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting

    4.2 stars, 375 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (375) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Applied Machine Learning, Image Quality, Machine Learning Methods, Environmental Monitoring, Spatial Analysis, Spatial Data Analysis, Computer Vision, Statistical Methods, Convolutional Neural Networks, Dimensionality Reduction, Statistical Analysis, Feature Engineering, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning, Engineering, Scientific, and Technical Instruments, Supervised Learning

    4.7 stars, 184 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (184) · Intermediate · Course · 3 - 6 Months

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

  • Google Advanced Data Analytics Capstone: Google
  • AI and Public Health: DeepLearning.AI
  • Developing AI Applications on Azure: LearnQuest
  • Bioinformatics: University of California San Diego
  • Recommender Systems: University of Minnesota
  • SPSS: Apply & Evaluate Cluster Analysis Techniques: EDUCBA
  • The Data Science Profession – Student View: University of London
  • AI For Medical Treatment: DeepLearning.AI
  • Foundations of AI Privacy and Blockchain: Madecraft
  • AI for Good: DeepLearning.AI

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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