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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

    Big Data Technologies and Applications

    Skills you'll gain: Big Data, Data Processing, Data Analysis, Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Supermarket Layouts: Design & Draft in AutoCAD

    Skills you'll gain: Architectural Drawing, AutoCAD, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Engineering Drawings, Commercial Construction, Building Design, Architectural Design

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Data Management in Azure Databricks

    Skills you'll gain: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Metadata Management, Data Import/Export, User Provisioning, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 4 Weeks

  • E

    EDUCBA

    NumPy & Pandas: Analyze & Manage Retail Data

    Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Performance Reporting, Data Cleansing, Data Analysis, Data Transformation, Data Management, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply SQL Server Database Management & Analytics

    Skills you'll gain: Microsoft SQL Servers, SQL, Relational Databases, Database Management, Database Design, Transact-SQL, Database Development, Database Management Systems, Server Administration, Query Languages, Databases, Database Administration, Database Software, Database Architecture and Administration, Data-Driven Decision-Making, Data Sharing, Data Manipulation, Data Processing, Scripting Languages, System Requirements

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Retrieval Augmented Generation

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Prompt Patterns, Multimodal Prompts, Tool Calling, Embeddings, Generative AI Agents, Vector Databases, User Interface (UI), Prompt Engineering Tools, OpenAI API, Generative AI, Program Development, Agentic systems, Plot (Graphics), Software Development Tools, AI Integrations, Augmented Reality

    4.4
    Rating, 4.4 out of 5 stars
    ·
    19 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Agile Practices: Apply, Evaluate & Optimize Planning

    Skills you'll gain: Sprint Retrospectives, Kanban Principles, Agile Product Development, Sprint Planning, Agile Project Management, Project Risk Management, Lean Methodologies, Risk Management, Agile Software Development, Agile Methodology, Team Building, Risk Mitigation, Workflow Management, Project Planning, Performance Metric, Team Performance Management, Release Management, Process Development, Scope Management, Continuous Improvement Process

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Classify Images of Clouds in the Cloud with AutoML Vision

    Skills you'll gain: Model Evaluation, Model Training, Applied Machine Learning, Google Cloud Platform, Cloud Applications, Image Analysis, Cloud Computing, Cloud Storage, Predictive Modeling, Predictive Analytics, Data Import/Export

    4.1
    Rating, 4.1 out of 5 stars
    ·
    13 reviews

    Intermediate · Project · Less Than 2 Hours

  • U

    University of Michigan

    Programmation pour tous (mise en route de Python)

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Software Installation, Program Development, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Energy management for real estate. Methods and digital tools

    Skills you'll gain: Energy and Utilities, Facility Management and Maintenance, Property Management Systems, Building Services Engineering, Facility Management, Plant Operations and Management, Thermal Management, Building Codes, HVAC, Simulation and Simulation Software, Sustainable Engineering, Sustainable Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    183 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Become a C++ Pro: The Ultimate Developer Guide

    Skills you'll gain: File I/O, C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), C and C++, Debugging, Data Structures, C (Programming Language), Code Reusability, Development Environment, Program Development, Programming Principles, Computer Programming, Memory Management, Computer Programming Tools, Data Persistence, Algorithms, Data Management, Computational Logic

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Intermediate · Specialization · 1 - 3 Months

1…478479480…820

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

  • Big Data Technologies and Applications: Coursera
  • Master Supermarket Layouts: Design & Draft in AutoCAD: EDUCBA
  • Advanced Data Management in Azure Databricks: Packt
  • NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
  • Apply SQL Server Database Management & Analytics: EDUCBA
  • Retrieval Augmented Generation: Packt
  • Agile Practices: Apply, Evaluate & Optimize Planning: EDUCBA
  • Automate, Analyze, and AI Feedback: Coursera
  • Classify Images of Clouds in the Cloud with AutoML Vision: Google Cloud
  • Programmation pour tous (mise en route de Python): University of Michigan

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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