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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


  • A

    Alibaba Cloud Academy

    Alibaba Cloud Native Solutions and Container Service

    Skills you'll gain: Cloud-Native Computing, Serverless Computing, Cloud Applications, DevOps, Containerization, Cloud Computing Architecture, Kubernetes, Cloud Platforms, Cloud Services, Machine Learning Software, Application Deployment, Cloud Security, Continuous Integration, Scalability, Data Migration

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Master Retrieval-Augmented Generation (RAG) Systems

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Data Visualization, Generative AI, Vector Databases, Text Mining, Data Processing

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    AI CERTs

    AI for Vibe Coding

    Skills you'll gain: Vibe coding, Programming Principles, Prompt Engineering, OpenAI API, LangChain, Generative AI Agents, AI Enablement, Artificial Intelligence, Generative AI, Responsible AI, Computer Programming, Application Development, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), No-Code Development, Debugging

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Dive Deep into Python

    Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Programming Principles, File Management, Data Structures, Computer Programming, Algorithms, Data Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Statistics and Data Analysis with R

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • B

    Banco Interamericano de Desarrollo

    Climate change education

    Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Water Resources, Environment, Climate Change Adaptation, Environmental Issue, Water Sustainability, Environmental Science, Natural Resource Management, Land Management, Water Resource Management, Sustainable Development, Education and Training, Environment Health And Safety, Teaching, Social Studies, Sustainable Technologies, Systems Thinking, Biology, Community Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Beginner · Specialization · 1 - 3 Months

  • E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Scenario Testing, Energy and Utilities, Mathematical Modeling, Predictive Analytics, Experimentation, Laboratory Experience, Google Gemini, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Data Modeling, Analytics, 3D Modeling, Simulation and Simulation Software, Simulations, Waste Minimization, Sustainable Technologies, Data Visualization, Artificial Intelligence, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Deploying Microservices to Kubernetes using Azure DevOps

    Skills you'll gain: Azure DevOps Pipelines, Kubernetes, Azure DevOps, Node.JS, CI/CD, DevOps, Application Lifecycle Management, Microservices, Program Development, Containerization, Software Testing, Debugging, Cloud Development, Cloud Deployment, Application Deployment, Scripting, Version Control, Git (Version Control System)

    4.1
    Rating, 4.1 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    Nikolai Schuler

    Snowflake - Intermediate Course

    Skills you'll gain: Snowflake Schema, Authorization (Computing), Role-Based Access Control (RBAC), Data Access, Data Pipelines, User Accounts, Data Security, Real Time Data, Data Management, Data Warehousing, Disaster Recovery, Microsoft Azure, Data Storage, Cloud Storage, Cloud Computing, Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Codio

    Connecting to Devices and Networks

    Skills you'll gain: Firewall, Ubuntu, Network Monitoring, TCP/IP, Data Storage, Network Protocols, Network Troubleshooting, Unix, General Networking, Linux, Command-Line Interface, Data Storage Technologies, System Configuration, Network Security, File Management, Shell Script, Computer Hardware, Disaster Recovery

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Erasmus University Rotterdam

    Reputation Crisis? Facebook meets Cambridge Analytica

    Skills you'll gain: Corporate Communications, Crisis Management, Business Ethics, Case Studies, Social Media Management, Facebook, Policy Analysis, Data Ethics, Leadership, Information Privacy, Stakeholder Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Alibaba Cloud Native Solutions and Container Service : Alibaba Cloud Academy
  • Master Retrieval-Augmented Generation (RAG) Systems: Packt
  • AI for Vibe Coding: AI CERTs
  • Dive Deep into Python: Board Infinity
  • Statistics and Data Analysis with R: University of Colorado Boulder
  • Climate change education: Banco Interamericano de Desarrollo
  • Introduction to Analytics Engineering: Edureka
  • Energy Modeling: Predicting & Optimizing Consumption: Coursera
  • Deploying Microservices to Kubernetes using Azure DevOps: Whizlabs
  • Snowflake - Intermediate Course: Nikolai Schuler

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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