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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

    Exploratorium

    Exploring Light: Hands-on Activities and Strategies for Teachers

    Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Visualization (Computer Graphics), Laboratory Experience, Constructive Feedback, Learning Strategies, Experimentation, Physics, Scientific Methods, Investigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting Started with Rstudio

    Skills you'll gain: Interactive Data Visualization, Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Cloud Development, Cloud Hosting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    146 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of California, Davis

    Hands-on Data Centric Visual AI

    Skills you'll gain: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Columbia University

    Camera and Imaging

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Computer Graphics, Digital Signal Processing, Semiconductors, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    160 reviews

    Beginner · Course · 1 - 3 Months

  • N

    Novartis

    Pharmacokinetics

    Skills you'll gain: Drug Interaction, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Drug Development, Medication Administration, Pharmaceutical Terminology, Clinical Research, Laboratory Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    70 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Cyber Security: Security of AI

    Skills you'll gain: Security Testing, Data Ethics, Cyber Threat Intelligence, Security Controls, Cyber Security Assessment, Cyber Attacks, Cybersecurity, Infrastructure Security, Application Security, Cyber Risk, Threat Modeling, Security Engineering, Security Strategy, Data Security, Threat Detection, Security Management, Systems Architecture, Information Privacy, Exploitation techniques, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • A

    AI CERTs

    AI For All

    Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Business Transformation, Digital Transformation, Business Process Automation, Generative Adversarial Networks (GANs), AI Personalization, Technology Strategies, ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Strategy, Innovation, Computer Science, Creative Problem-Solving, Business Planning, Analysis, Organizational Strategy, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Retrieval Augmented Generation

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, AI Enablement, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Web Scraping With GPT: Translate Foreign News Headlines

    Skills you'll gain: Web Scraping, Real Time Data, OpenAI API, Natural Language Processing, Python Programming, Web Applications, Language Interpretation, Translation, and Studies, Application Development, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    Amazon Web Services

    Getting Started with Amazon Personalize

    Skills you'll gain: AI Personalization, Amazon Web Services, Amazon S3, Model Deployment, Predictive Modeling, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Cyber Security: Data & Identity Security

    Skills you'll gain: Identity and Access Management, Cryptography, Network Security, AWS Identity and Access Management (IAM), Data Security, Authentications, Encryption, Advanced Encryption Standard (AES), Cyber Risk, Cybersecurity, Data Sharing, Cyber Attacks, Key Management, Computer Security, Data Management, Azure Active Directory, Security Engineering, Cyber Security Strategy, Security Management, Security Awareness

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Exploring Light: Hands-on Activities and Strategies for Teachers: Exploratorium
  • Recommender Systems Complete Course Beginner to Advanced: Packt
  • Getting Started with Rstudio: Coursera
  • Hands-on Data Centric Visual AI: University of California, Davis
  • Camera and Imaging: Columbia University
  • Pharmacokinetics: Novartis
  • Cyber Security: Security of AI: Macquarie University
  • AI For All: AI CERTs
  • Retrieval Augmented Generation: Packt
  • Web Scraping With GPT: Translate Foreign News Headlines: 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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