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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


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    Google Cloud

    Integrate Generative AI Into Your Data Workflow

    Skills you'll gain: Generative AI, Data Analysis, Machine Learning Methods, Predictive Analytics, Machine Learning, Data Science

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Introduction to Generative AI

    Skills you'll gain: Generative AI, Google Cloud Platform, Artificial Intelligence, Machine Learning Methods

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    Basic English Skills : Visit California

    Skills you'll gain: Oral Comprehension, English Language, Vocabulary, Grammar, Language Competency, Language Learning, Literacy

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Shanghai Jiao Tong University

    The amazing world of the ethnic groups of Yunnan Province

    Skills you'll gain: Language Learning, Culture, English Language, Cultural Diversity, Liberal Arts, Performing Arts, Diversity Awareness, Anthropology, Intercultural Competence, Social Studies, Music, Demography

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    IBM

    Generative AI for Program Managers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Program Management, Risk Management, Stakeholder Engagement, AI Enablement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, Business Risk Management, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Personalization, Governance, Automation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Grow Trees & Powerful Ensembles

    Skills you'll gain: Classification And Regression Tree (CART), Model Deployment, Decision Tree Learning, Predictive Modeling, Model Evaluation, Feature Engineering, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Performance Tuning, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Status: AI skills
    AI skills
    I

    IBM

    IBM Data Engineering

    Skills you'll gain: Extract, Transform, Load, NoSQL, Apache Spark, Data Warehousing, Web Scraping, Database Administration, Apache Hadoop, Database Design, Relational Databases, Linux Commands, Data Pipelines, SQL, IBM Cognos Analytics, Database Management, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    62K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    University of California, Irvine

    Enhance your Writing with Adjective Clauses

    Skills you'll gain: Grammar, Proofreading, Peer Review, Writing and Editing, Writing

    4.8
    Rating, 4.8 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Università di Napoli Federico II

    English Elementary A2

    Skills you'll gain: English Language, Grammar, Language Competency, Vocabulary, Language Learning, Oral Comprehension, Oral Expression

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Optimize AI: Build & Evaluate Predictive Models

    Skills you'll gain: Predictive Modeling, Statistical Machine Learning, Performance Analysis, Performance Metric, Performance Improvement

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Generative AI for Business Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Security, Business Analytics, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Personalization, Business Strategy, Machine Learning, Context Management

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Coursera

    Validate and Explain Your ML Models

    Skills you'll gain: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Integrate Generative AI Into Your Data Workflow: Google Cloud
  • Introduction to Generative AI : Google Cloud
  • Basic English Skills : Visit California: University of California, Davis
  • The amazing world of the ethnic groups of Yunnan Province: Shanghai Jiao Tong University
  • Generative AI for Program Managers: IBM
  • Grow Trees & Powerful Ensembles: Coursera
  • IBM Data Engineering: IBM
  • Enhance your Writing with Adjective Clauses: University of California, Irvine
  • English Elementary A2: Università di Napoli Federico II
  • Optimize AI: Build & Evaluate Predictive Models: 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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