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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 the Arts London

    Introduction to Creative AI

    Skills you'll gain: PyTorch (Machine Learning Library), Artificial Intelligence, Creativity, Artificial Intelligence and Machine Learning (AI/ML), Creative Thinking, Generative AI, Artificial Neural Networks, Responsible AI, Creative Problem-Solving, Creative Design, Machine Learning Methods, Data Ethics, Deep Learning, Critical Thinking

    4.4
    Rating, 4.4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    NLP – Embeddings & Text Preprocessing in Python

    Skills you'll gain: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Austral

    Educación en Contextos Rurales: Perspectivas en América Latina

    Skills you'll gain: Public Policies, Education and Training, Pedagogy, Policty Analysis, Research, and Development, Differentiated Instruction, Community Development, Instructional Strategies, K-12 pedagogy, Cultural Diversity, Socioeconomics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    231 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    PrEParing: PrEP for Providers and Patients

    Skills you'll gain: Preventative Care, Patient Education And Counseling, Pharmacology, Contraindication, Bloodborne Pathogens, Drug Interaction, Primary Care, Health Disparities, Medication Therapy Management, Health Equity, Pharmacotherapy, Patient Evaluation, Public Health, Community Health, Patient Advocacy, Clinical Assessment, Patient Communication, Diagnostic Tests, Laboratory Testing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    150 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Paralegals: Streamlining Legal Drafting

    Skills you'll gain: Legal Technology, Legal Research, Responsible AI, Data Ethics, AI Security, Generative AI, AI Enablement, Workflow Management, Operational Efficiency, AI Workflows, Automation, Document Management, Ethical Standards And Conduct, Data Security

    4.1
    Rating, 4.1 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Banco Interamericano de Desarrollo

    Educación sobre cambio climático: entornos sostenibles

    Skills you'll gain: Environment, Climate Change Adaptation, Water Resources, Sustainable Development, Health Education, Land Management, Environmental Science, Community Development, Teaching, Interactive Learning, Climate Change Mitigation, Storytelling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Perplexity.AI for Beginners: AI-Powered Search

    Skills you'll gain: Prompt Engineering, AI Enablement, Technical Communication, Artificial Intelligence, Information Architecture, User Interface (UI)

    3.5
    Rating, 3.5 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Quality and Safety in Ambulatory Healthcare Management

    Skills you'll gain: Patient Safety, Continuous Quality Improvement (CQI), Health Systems, Safety Assurance, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Healthcare Project Management, Risk Management, Project Management, Key Performance Indicators (KPIs), Incident Management, Strategic Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Power Automate: Building and Managing Automated Workflows

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Workflow Management, Process Analysis, Microsoft Copilot, Microsoft Azure, Process Mapping, AI Workflows, Business Process Automation, Process Optimization, Automation, Application Lifecycle Management, Document Management, Event-Driven Programming

    2.7
    Rating, 2.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    From Data to Insights with Google Cloud 日本語版

    Skills you'll gain: Google Cloud Platform, Big Data, SQL, Applied Machine Learning, Dashboard, Data Transformation, Data Visualization Software, Data Cleansing, Machine Learning, Data Access, Data Preprocessing, Data Processing, Analytics, Data Analysis, Predictive Modeling, Data Integration, Exploratory Data Analysis, Data Quality, Data Sharing, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Moneyball and Beyond

    Skills you'll gain: Analytics, Data Analysis, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI Summarization with Langchain: Summarize Text Documents

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, OpenAI, Application Development, Web Applications, Python Programming, Web Development, User Interface (UI)

    3.4
    Rating, 3.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Introduction to Creative AI: University of the Arts London
  • NLP – Embeddings & Text Preprocessing in Python: Packt
  • Educación en Contextos Rurales: Perspectivas en América Latina: Universidad Austral
  • PrEParing: PrEP for Providers and Patients: Johns Hopkins University
  • GenAI for Paralegals: Streamlining Legal Drafting: Coursera
  • Educación sobre cambio climático: entornos sostenibles: Banco Interamericano de Desarrollo
  • Perplexity.AI for Beginners: AI-Powered Search: Coursera
  • Quality and Safety in Ambulatory Healthcare Management: Johns Hopkins University
  • Power Automate: Building and Managing Automated Workflows: Whizlabs
  • From Data to Insights with Google Cloud 日本語版: 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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