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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


  • S

    Shanghai Jiao Tong University

    循序渐进练瑜伽

    Skills you'll gain: Injury Prevention, Exercise Science, Physical Therapy, Mindfulness, Exercise Therapy, Kinesiology, Constructive Feedback, Physical Stamina, Personal Development, Growth Mindedness, Safety Standards, Rehabilitation, Respiration, Self-Discipline, Mental Concentration, Learning Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Automate, Evaluate and Deploy ML Models Confidently

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Crafting Business Presentations, Proposals, Crisis Comms

    Skills you'll gain: Proposal Writing, Business Communication, Business Writing, Writing, Crisis Management, Persuasive Communication, Strategic Communication, Corporate Communications, Verbal Communication Skills, Sales Presentations, Presentations, Public Speaking, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Compute Resources in Azure

    Skills you'll gain: Microsoft Azure, Kubernetes, Containerization, Virtual Machines, Application Deployment, Cloud Computing, Cloud Applications, Cloud Infrastructure, Virtualization and Virtual Machines, Infrastructure as Code (IaC), Scalability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Spacecraft Relative Motion Control

    Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Mathematical Modeling, Linear Algebra, Differential Equations, Applied Mathematics

    Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Advanced Probability and Statistical Methods

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Probability Distribution, Data Analysis, Markov Model, Data Science, Statistics, Statistical Inference, Probability, R Programming

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Power BI Essentials and Advanced Techniques

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Transformation, Data Manipulation, Data Processing, Big Data, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Integration, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Modern Data Architecture Fundamentals with Microsoft Fabric

    Skills you'll gain: Data Architecture, Microsoft Azure, Data Lakes, Enterprise Architecture, Data Warehousing, Data Integration, Virtualization, Cloud Storage, Data Transformation, Data Governance, Real Time Data, Scalability

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Building Resilient Streaming Systems on GCP em Português Brasileiro

    Skills you'll gain: Real Time Data, Dataflow, Data Pipelines, Dashboard, Google Cloud Platform, Data Processing, Data Transformation, Scalability, Performance Tuning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Migrating On-premises MySQL Using a Continuous Database Migration Service Job

    Skills you'll gain: MySQL, Data Migration, Google Cloud Platform, Operational Databases, Database Administration, Virtual Private Networks (VPN), Database Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Advanced · Project · Less Than 2 Hours

  • 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

  • C

    Coursera

    Product Intelligence: Unlock Insights for Product Success

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications

    Intermediate · Specialization · 3 - 6 Months

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

  • 循序渐进练瑜伽: Shanghai Jiao Tong University
  • Automate, Evaluate and Deploy ML Models Confidently: Coursera
  • Crafting Business Presentations, Proposals, Crisis Comms: Coursera
  • Compute Resources in Azure: Whizlabs
  • Spacecraft Relative Motion Control: University of Colorado Boulder
  • Advanced Probability and Statistical Methods: Johns Hopkins University
  • Power BI Essentials and Advanced Techniques: Packt
  • Modern Data Architecture Fundamentals with Microsoft Fabric: Microsoft
  • Building Resilient Streaming Systems on GCP em Português Brasileiro: Google Cloud
  • Migrating On-premises MySQL Using a Continuous Database Migration Service Job: 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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