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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

    H2O Wave Starter Course

    Skills you'll gain: LLM Application, Application Development, User Interface (UI), Development Environment, AI Integrations, Interactive Design, Cloud Deployment, Generative AI, Application Deployment, AI literacy, Cloud Development, Application Frameworks

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    AI Generatif: Memahami Konsep Dasar

    Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Generative Model Architectures, Google Cloud Platform, LLM Application, AI literacy, Unstructured Data, Data Ethics, Artificial Intelligence, AI Security, Machine Learning, Data Access

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fred Hutchinson Cancer Center

    Data Management and Sharing for NIH Proposals

    Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Clinical Data Management, Data Ethics, Health Care Procedure and Regulation

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Advanced AWS Infrastructure & Cost Management

    Skills you'll gain: Amazon S3, Amazon Elastic Compute Cloud, Amazon Web Services, Cloud Infrastructure, Cloud Management, Cloud Storage, Data Storage Technologies, Cloud Platforms, Hybrid Cloud Computing, Network Routing, Multi-Tenant Cloud Environments, Network Infrastructure, File Systems

    Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Build Real world End-to-End AI Agents using AWS Bedrock

    Skills you'll gain: Retrieval-Augmented Generation, AI Orchestration, Agentic Workflows, AI Workflows, Model Deployment, Cloud Deployment, Tool Calling, Vector Databases

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Python Decorator Functions

    Skills you'll gain: Code Reusability, Python Programming, Performance Tuning, Computer Programming

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Azure SQL Data Warehouse Synapse Analytics Service

    Skills you'll gain: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Management, Cloud Security, Star Schema, Performance Tuning, System Configuration, Transact-SQL, Data Modeling, Cloud Computing Architecture, Extract, Transform, Load, Data Security, Database Architecture and Administration, Apache Spark, Data Integration, Data Pipelines

    Intermediate · Course · 1 - 3 Months

  • K

    Koç University

    KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS

    Skills you'll gain: Numerical Analysis, Calculus, Applied Mathematics, Integral Calculus, Mathematical Software, Mathematical Theory & Analysis, Derivatives

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Career Transition Strategies - Moving into a New Industry

    Skills you'll gain: Constructive Feedback, B2B Sales, Growth Mindedness, Consulting, AI literacy, Planning, Business Relationship Management, Professionalism, Strategic Decision-Making

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Tune HNSW

    Skills you'll gain: Model Optimization, Simulations, Plot (Graphics)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Encoder-Decoder Architecture - Bahasa Indonesia

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Training, Generative Model Architectures, Generative AI, Natural Language Processing, Machine Learning Methods

    Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Advanced AWS Architecture: Identity, Networking and Design

    Skills you'll gain: Security Controls, Authentications, Security Requirements Analysis, Identity and Access Management, AWS Identity and Access Management (IAM), Network Planning And Design, Authorization (Computing), Disaster Recovery, Network Architecture, Infrastructure Security, Cloud Computing Architecture, Amazon Web Services, Security Management, Virtual Private Networks (VPN), Wide Area Networks, Solution Architecture, Data Security, Multi-Tenant Cloud Environments, Network Security, Cloud Solutions

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • H2O Wave Starter Course: H2O.ai
  • AI Generatif: Memahami Konsep Dasar: Google Cloud
  • Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
  • Advanced AWS Infrastructure & Cost Management: Packt
  • Build Real world End-to-End AI Agents using AWS Bedrock: Packt
  • Python Decorator Functions: Duke University
  • Azure SQL Data Warehouse Synapse Analytics Service: Packt
  • KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS: Koç University
  • Career Transition Strategies - Moving into a New Industry: Packt
  • Tune HNSW: Coursera

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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