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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


  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Eyes on AI - Computer Vision Engineering

    Skills you'll gain: Model Evaluation, Model Optimization, Transfer Learning, PyTorch (Machine Learning Library), Fine-tuning, Model Deployment, Data Preprocessing, Technical Communication, MLOps (Machine Learning Operations), Model Training, Image Analysis, Computer Vision, AI Workflows, Tensorflow, Dataflow, Image Quality, Application Deployment, Technical Documentation, Deep Learning, Process Optimization

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud でデータレイクとデータ ウェアハウスを構築する

    Skills you'll gain: Data Lakes, Data Governance, Data Warehousing, Data Infrastructure, Data Architecture, Google Cloud Platform, Data Management, Advanced Analytics, Data Security, Data Integration, Data Storage Technologies, Analytics, Data Pipelines, Cloud Computing, Cloud Computing Architecture, Applied Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidades Anáhuac

    Ciencia de Datos e IA : De los Fundamentos a la Práctica

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Predictive Analytics, Databases, Model Training, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Data Quality, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Convolutional Neural Networks

    3
    Rating, 3 out of 5 stars
    ·
    8 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
    Free
    N

    New York University

    Climate Change and Human Rights

    Skills you'll gain: Case Law, Environmental Issue, Legal Strategy, Social Justice, Environmental Policy, Lawsuits, Litigation and Civil Justice, Environmental Laws, Advocacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    947 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of New Mexico

    Web Application Development: Basic Concepts

    Skills you'll gain: Version Control, Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Web Development, Web Development Tools, Application Development, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, User Interface (UI) Design, Model View Controller, Databases, Database Management, Data Modeling, Relational Databases, Ruby on Rails

    4.3
    Rating, 4.3 out of 5 stars
    ·
    185 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    ChatGPT Playground for Beginners: Intro to NLP AI

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Context Engineering, ChatGPT, Patient Communication, Large Language Modeling, Generative AI, Token Optimization, AI Personalization, LLM Application, Patient Education And Counseling, Health Technology, Artificial Intelligence, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    94 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Django Features and Libraries

    Skills you'll gain: Django (Web Framework), Application Development, Web Development, Application Deployment, Database Design, Web Applications, Back-End Web Development, Authentications, Object-Relational Mapping, Hypertext Markup Language (HTML), Data Modeling, UI Components, Relational Databases, Python Programming, Data Validation, User Accounts, Network Protocols, User Interface (UI) Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    398 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure Cosmos DB

    Skills you'll gain: Microsoft Azure, NoSQL, Database Administration, Data Store, Data Infrastructure, Database Systems, Cloud Storage, Database Theory, Database Management Systems, Data Storage, Cloud Services, Data Storage Technologies, File Management, Data Access, Data Security, Cloud Security, Data Management, File Systems, Query Languages, Data Import/Export

    4.3
    Rating, 4.3 out of 5 stars
    ·
    104 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Austral

    La enseñanza de las Ciencias Naturales en la escuela primaria

    Skills you'll gain: Curiosity, Student Engagement, Drive Engagement, Investigation, Student-Centred Learning, Teaching, General Science and Research, Education and Training, Learning Strategies, Interactive Learning, Pedagogy, Scientific Methods, Science and Research, Instructing, K-12 pedagogy, Learning Theory, Instructional Strategies, Childhood Education and Development, Experimentation, Diversity and Inclusion

    4.8
    Rating, 4.8 out of 5 stars
    ·
    130 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    Design, Develop, and Deploy Multi-Agent Systems with CrewAI

    Skills you'll gain: CrewAI, AI Workflows, AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Context Protocol, Context Engineering, Artificial Intelligence, System Monitoring, Workflow Management, Context Management, Tool Calling, Continuous Monitoring, Scalability, Memory Management, Large Language Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Manejo de bases de datos con Python

    Skills you'll gain: Relational Databases, Object-Relational Mapping, Database Management, Database Design, SQL, Database Development, Database Management Systems, Data Persistence, Query Languages, Data Integrity, Data Manipulation, Python Programming, Data Migration, Transaction Processing, Computer Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    185 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    H

    Hebrew University of Jerusalem

    Invitation to Mathematics הזמנה למתמטיקה

    Skills you'll gain: Advanced Mathematics, Trigonometry, Mathematical Theory & Analysis, Geometry, Integral Calculus, Calculus, Mathematics Education, Graphing, Mathematics and Mathematical Modeling, Algebra, Applied Mathematics, Logical Reasoning, Deductive Reasoning, Derivatives

    4.4
    Rating, 4.4 out of 5 stars
    ·
    72 reviews

    Mixed · Course · 1 - 3 Months

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

  • Eyes on AI - Computer Vision Engineering: Coursera
  • Google Cloud でデータレイクとデータ ウェアハウスを構築する: Google Cloud
  • Ciencia de Datos e IA : De los Fundamentos a la Práctica: Universidades Anáhuac
  • Climate Change and Human Rights: New York University
  • Web Application Development: Basic Concepts: University of New Mexico
  • ChatGPT Playground for Beginners: Intro to NLP AI: Coursera
  • Django Features and Libraries: University of Michigan
  • Microsoft Azure Cosmos DB: Microsoft
  • La enseñanza de las Ciencias Naturales en la escuela primaria: Universidad Austral
  • Design, Develop, and Deploy Multi-Agent Systems with CrewAI: 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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