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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


  • C

    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Excel Formulas, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Analytics, Spreadsheet Software, Data Analysis, Data Analysis Software, Correlation Analysis, Case Studies, Probability & Statistics, Variance Analysis, Forecasting, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Create eLearning Courses with Articulate Storyline 360

    Skills you'll gain: Educational Materials, Learning Management Systems, Instructional Design, Animation and Game Design, Interaction Design, Graphic and Visual Design, Design Elements And Principles

    Intermediate · Course · 3 - 6 Months

  • S

    Skillshare

    Street Photography

    Skills you'll gain: Photography, Photo Editing, Post-Production, Creativity, Lifelong Learning, Photo/Video Production and Technology, Adobe Photoshop, Growth Mindedness, Creative Thinking, Storytelling, Aesthetics, Self-Awareness, Personal Development, Ethical Standards And Conduct, Persistence, Curiosity, Resilience, Overcoming Obstacles, Decision Making, Patience

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    Erasmus University Rotterdam

    When Disaster Meets Conflict

    Skills you'll gain: Policy Development, Conflict Management, Ethical Standards And Conduct, Crisis Intervention, Policy Analysis, Emergency Response, Mitigation, International Relations, Case Studies, Risk Analysis, Community Development, Risk Management, Research, Climate Change Adaptation, Socioeconomics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Data Architecture for Modern Data Stacks

    Skills you'll gain: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Database Design, Microsoft Azure, Power BI, Real Time Data, Data Pipelines, Microsoft Copilot, Data Management, Data Architecture, Extract, Transform, Load, Microsoft SQL Servers, Data Modeling, Transact-SQL, SQL, Cloud Infrastructure

    Intermediate · Professional Certificate · 3 - 6 Months

  • G

    Google Cloud

    Summarize Text using SQL and LLMs in BigQuery ML

    Skills you'll gain: LLM Application, Google Cloud Platform, Large Language Modeling, Prompt Engineering, SQL, Machine Learning

    Beginner · Project · Less Than 2 Hours

  • B

    Board Infinity

    Building Applications with Spring Boot and MVC Architecture

    Skills you'll gain: Software Documentation, Java, API Design, Back-End Web Development, Application Deployment, Databases, Data Persistence

    3.9
    Rating, 3.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Social Media Marketing with Visme

    Skills you'll gain: Instagram, Social Media Campaigns, Social Media Marketing, Marketing Budgets, Social Media Content, Social Media, Marketing Materials, Content Creation, Graphic and Visual Design Software, Marketing, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • L

    LearnKartS

    Salesforce Reports and Dashboards

    Skills you'll gain: Dashboard, Salesforce, Data Visualization, Data Storytelling, Ad Hoc Reporting, Management Reporting, Product Demonstration, Business Reporting, Report Writing, End User Training and Support, Real Time Data, Data Import/Export

    4
    Rating, 4 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Digital Information Literacy

    Skills you'll gain: Digital Design, digital literacy, Infographics, Content Creation, Graphic Design, Multimedia, Computer Literacy, Digital Communications, Open Source Technology, Web Content Accessibility Guidelines, Peer Review, Communication, Design Thinking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    139 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, Large Language Modeling, Model Evaluation, Generative AI, Data Ethics, Google Cloud Platform, Quality Assessment, Image Quality, Human Factors, Performance Metric

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Cloud Computing Essentials with Azure Management

    Skills you'll gain: Cloud Management, Microsoft Azure, Cloud Computing Architecture, Cloud Computing, Cloud Services, Infrastructure As A Service (IaaS), Infrastructure as Code (IaC), Cloud Security, System Monitoring, Role-Based Access Control (RBAC), Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced Quantitative Statistics with Excel: Coursera
  • Create eLearning Courses with Articulate Storyline 360: Packt
  • Street Photography: Skillshare
  • When Disaster Meets Conflict: Erasmus University Rotterdam
  • Microsoft Data Architecture for Modern Data Stacks: Microsoft
  • Summarize Text using SQL and LLMs in BigQuery ML: Google Cloud
  • Building Applications with Spring Boot and MVC Architecture: Board Infinity
  • Introduction to Social Media Marketing with Visme: Coursera
  • Salesforce Reports and Dashboards: LearnKartS
  • Digital Information Literacy: The State University of New York

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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