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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

    Forecast bikeshare demand using time series models in R

    Skills you'll gain: R Programming, R (Software), Data Visualization, Statistical Programming, Time Series Analysis and Forecasting, Interactive Data Visualization, Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Processing, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Exploratory Data Analysis, Predictive Analytics, Revenue Management, Forecasting, Business Strategy, Machine Learning

    ★ 4.9 (12) · Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Feature Engineering em Português Brasileiro

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, Dataflow, Data Transformation, Data Processing, Keras (Neural Network Library), Data Store, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning

    ★ 4.5 (15) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    SkillsBooster Academy

    Prompt Engineering Fundamentals

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, Prompt Patterns, Responsible AI, LLM Application, Context Engineering, AI literacy, AI Workflows, Agentic Workflows, AI Personalization, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Automation, Collaboration, Information Privacy, Productivity, Innovation, Organizational Skills, Business Technologies

    ★ 4.9 (9) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    SAS

    Predictive Modeling with Logistic Regression using SAS

    Skills you'll gain: Predictive Modeling, SAS (Software), Logistic Regression, Model Evaluation, Predictive Analytics, Statistical Modeling, Model Training, Statistical Software, Regression Analysis, Business Analytics, Supervised Learning, Statistical Analysis, Data Preprocessing, Statistical Methods, Feature Engineering, Sampling (Statistics)

    ★ 4.6 (63) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Master Commercial Kitchen Power Layouts: Analyze & Design

    Skills you'll gain: Electrical Wiring, Wiring Diagram, Electrical Systems, Electrical Equipment, Electrical Power, Schematic Diagrams, Technical Drawing, Engineering Design Process, Engineering Drawings, Electrical Engineering, Computer-Aided Design, Basic Electrical Systems, AutoCAD, Electrical Safety

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • K

    Knowledge Accelerators

    The ABC's of GDPR: Protecting Privacy in an Online World

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Regulatory Compliance, Law, Regulation, and Compliance, Compliance Training, Compliance Management, Legal Risk, Regulation and Legal Compliance, Data Ethics, Data Governance, Data Security, Data Management, Data Integrity, Data Processing, Accountability

    ★ 4.8 (78) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Securing AI Systems

    Skills you'll gain: AI Security, Responsible AI, Incident Response, Computer Security Incident Management, Threat Modeling, Security Testing, Cybersecurity, MLOps (Machine Learning Operations), Security Strategy, DevSecOps, Identity and Access Management, Cloud Security, Vulnerability Assessments, Hardening, Threat Detection, Artificial Intelligence, Model Deployment, Penetration Testing, Machine Learning, Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • 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, AI Workflows, Program Development, Prompt Engineering, Agentic systems, Plot (Graphics), Augmented Reality

    ★ 4.4 (20) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • A

    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, LLM Application, Multimodal Prompts, Large Language Modeling, Applied Machine Learning, Model Training, Scikit Learn (Machine Learning Library), Image Analysis, Business Writing

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Master AutoCAD Drafting: Create, Organize & Document

    Skills you'll gain: Technical Drawing, Engineering Documentation, Mechanical Drawings, Engineering Drawings, Computer-Aided Design

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Deployment and DevOps

    Skills you'll gain: CI/CD, Azure DevOps, Continuous Integration, Cloud Deployment, Application Deployment, Microsoft Azure, Azure DevOps Pipelines, Cloud Services, Continuous Deployment, DevOps, Cloud Applications, Cloud Security, Microsoft Development Tools, Application Performance Management, Microsoft Copilot, Cloud Management, Capacity Management, System Monitoring, Debugging

    ★ 4.2 (25) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Build Serverless Automation with AWS Lambda

    Skills you'll gain: IT Automation, API Design, Automation, Cloud Solutions, Server Side, Back-End Web Development

    ★ 5 (8) · Beginner · Course · 1 - 4 Weeks

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

  • Forecast bikeshare demand using time series models in R: Coursera
  • Feature Engineering em Português Brasileiro: Google Cloud
  • Prompt Engineering Fundamentals: SkillsBooster Academy
  • Predictive Modeling with Logistic Regression using SAS: SAS
  • Master Commercial Kitchen Power Layouts: Analyze & Design: EDUCBA
  • The ABC's of GDPR: Protecting Privacy in an Online World: Knowledge Accelerators
  • Securing AI Systems: Edureka
  • Retrieval Augmented Generation: Packt
  • AWS Generative AI Lab Series: Amazon Web Services
  • Master AutoCAD Drafting: Create, Organize & Document: EDUCBA

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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