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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


  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Transformation, Data Manipulation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

  • J

    James Spurin

    Dive Into Kubernetes - Containers, Docker & Kubernetes

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, YAML, Virtual Networking, Application Deployment, General Networking, Servers, Operating Systems, Command-Line Interface, Scalability

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 3 - 6 Months

  • B

    Banco Interamericano de Desarrollo

    Educación sobre cambio climático: agua y suelos

    Skills you'll gain: Water Resources, Hydrology, Climate Change Adaptation, Interactive Learning, Environment, Sustainable Development, Environmental Science, Student Engagement, Land Management, Instructional Strategies, Nutrition and Diet, Climate Change Mitigation, Cultural Diversity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI)

    Skills you'll gain: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Honors Algebra 2: Linear and Quadratic Functions

    Skills you'll gain: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, General Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Power BI Developer

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Business Intelligence, Data Modeling, Data Storytelling, Extract, Transform, Load, Data Transformation, Data Visualization, Snowflake Schema, Business Analytics, Data Lakes, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Data Analysis, Data Governance, Python Programming, Generative AI, Artificial Intelligence, Data Security

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Cucumber BDD Made Easy + Automation Framework Design

    Skills you'll gain: Cucumber (Software), Behavior-Driven Development, Selenium (Software), Gherkin (Scripting Language), Test Automation, JUnit, Software Testing, Apache Maven, Test Data, Test Case, Scenario Testing, User Story, Java, Maintainability

    Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    Concreting Practices

    Skills you'll gain: Construction Inspection, Construction, Construction Management, Construction Engineering, Building Codes, Structural Engineering, Environmental Engineering, Civil Engineering, Laboratory Testing, Structural Analysis, Product Testing, Manufacturing Processes, Analytical Testing

    Advanced · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark (Scala 2 version)

    Skills you'll gain: Apache Spark, Scala Programming, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Data Persistence, Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence - Português Brasileiro

    Skills you'll gain: AI Enablement, Google Cloud Platform, Responsible AI, Artificial Intelligence, Applied Machine Learning, Cloud Solutions, Analytics, Machine Learning, Big Data, Natural Language Processing, Computer Vision, Business Intelligence, Data Quality

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Bayesian Statistics: Excel to Python A/B Testing

    Skills you'll gain: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model

    4.5
    Rating, 4.5 out of 5 stars
    ·
    27 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    تمثيل البيانات رسومياً باستخدام بايثون - Data Visualization

    Skills you'll gain: Plot (Graphics), Data Visualization, Graphing, Matplotlib, Data Visualization Software, Graphical Tools, Histogram, Data Analysis, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    48 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • DataPrep for H2O Driverless AI: H2O.ai
  • Dive Into Kubernetes - Containers, Docker & Kubernetes: James Spurin
  • Educación sobre cambio climático: agua y suelos: Banco Interamericano de Desarrollo
  • AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI): National Taiwan University
  • Honors Algebra 2: Linear and Quadratic Functions: Johns Hopkins University
  • Power BI Developer: Edureka
  • Cucumber BDD Made Easy + Automation Framework Design: Packt
  • Concreting Practices: L&T EduTech
  • Big Data Analysis with Scala and Spark (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Innovating with Google Cloud Artificial Intelligence - Português Brasileiro: 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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