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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


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    Coursera

    Budgeting: Analyze & Control Costs

    Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Cost Management, Cost Estimation, Microsoft Excel, Microsoft Copilot, Financial Planning, Data Storytelling, ChatGPT, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Apache Airflow, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Verification And Validation, Content Performance Analysis, Automation, Statistical Methods, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Oracle Database Multitenant Administration Course

    Skills you'll gain: Oracle Databases, Enterprise Application Management, Multi-Tenant Cloud Environments, Database Administration, Database Architecture and Administration, Operational Databases, Database Management, Database Software, Database Management Systems, Databases, Performance Tuning, Security Controls, User Accounts, Disaster Recovery, Service Management

    Beginner · Course · 3 - 6 Months

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    Coursera

    Deploy & Evaluate Vision Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intro to NodeJS

    Skills you'll gain: Node.JS, File I/O, Javascript, Event-Driven Programming, Web Servers, Software Installation, Server Side, Application Development, File Management, Command-Line Interface, TCP/IP, Servers, OS Process Management, Application Deployment, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Master C# and SQL by Building Applications

    Skills you'll gain: Microsoft SQL Servers, Stored Procedure, Database Management, SQL, Database Development, Database Application, C# (Programming Language), Application Development, Integration Testing, Development Environment, Microsoft Development Tools, Development Testing, Object-Relational Mapping, Microsoft Visual Studio, User Interface (UI), User Interface (UI) Design, Data Access, Email Automation, Document Management, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Process SAR & Multispectral

    Skills you'll gain: Spatial Data Analysis, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Analysis, Model Evaluation, Image Analysis, Image Quality, Data Analysis, Data Literacy, Analytical Skills, Technical Communication, Process Validation, Data Sharing, Cloud Applications

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Product Manager's Interview Playbook: Strategies for Success

    Skills you'll gain: Product Design, Product Management, Interviewing Skills, Case Studies, Oral Expression, Stakeholder Communications, Portfolio Management, Verbal Communication Skills, Technical Product Management, Team Oriented, Estimation, Product Knowledge, Storytelling, Technical Communication, Communication, Analysis, Complex Problem Solving, Data Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Generative AI for Developers: Unit 2

    Skills you'll gain: Prompt Engineering, GitHub Copilot, Generative AI, ChatGPT, AI Integrations, Scripting, Python Programming, Application Development, Test Script Development, Web Applications, AI Workflows, Jupyter, Web Development, Data Analysis, Pandas (Python Package), Software Documentation

    Intermediate · Course · 1 - 4 Weeks

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    Creo Incubator

    Cultivating Executive Presence

    Skills you'll gain: Executive Presence, Influencing, Oral Expression, Composure, Non-Verbal Communication, Verbal Communication Skills, Business Communication, Persuasive Communication, Communication, Discussion Facilitation, Leadership, Stakeholder Communications, Public Speaking, Business Leadership, Professionalism, Adaptability, Professional Development, Personal Attributes, Growth Mindedness, Constructive Feedback

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Memory Safety and Structuring Programs

    Skills you'll gain: Rust (Programming Language), Memory Management, System Programming, Other Programming Languages, Code Reusability, Secure Coding, Data Structures, Programming Principles, Data Sharing, Data Access

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Integrate Embeddings and Chroma

    Skills you'll gain: Vector Databases, AI Integrations, LangChain, Data Integration, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration

    Intermediate · Course · 1 - 4 Weeks

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

  • Budgeting: Analyze & Control Costs: Coursera
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • The Oracle Database Multitenant Administration Course: Packt
  • Deploy & Evaluate Vision Models Effectively: Coursera
  • Intro to NodeJS: Packt
  • Master C# and SQL by Building Applications: Packt
  • Process SAR & Multispectral: Coursera
  • Product Manager's Interview Playbook: Strategies for Success: Board Infinity
  • Generative AI for Developers: Unit 2: Pearson
  • Cultivating Executive Presence: Creo Incubator

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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