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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

    Unlock Multimodal Search

    Skills you'll gain: Vector Databases, Image Analysis, Applied Machine Learning, Embeddings, Docker (Software), Data Import/Export, Containerization, Retrieval-Augmented Generation, Query Languages, Model Evaluation, Database Design, Data Modeling, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Cloud Management and AWS Fundamentals

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Deployment, Amazon Web Services, Cloud Management, Cloud Computing, User Accounts, Cloud Infrastructure, Cloud Technologies, User Provisioning, Public Cloud, Cloud Services, Cloud Platforms, Servers, Linux Servers, Cloud Security, Server Administration, Systems Administration, Cloud Storage, Docker (Software)

    Intermediate · Course · 1 - 3 Months

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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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    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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    SkillUp

    Delivering Results with Remote Teams

    Skills you'll gain: Telecommuting, Coaching, Smart Goals, Team Leadership, Accountability Frameworks, Virtual Teams, Delegation Skills, Leadership and Management, Employee Training, Training Programs, Workforce Development, Performance Metric, Project Management, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    PCB/CAD Design – DFM & DFT Considerations

    Skills you'll gain: Hardware Design, Electronics Engineering, Computer-Aided Design, Electronic Components, Technical Design, Design Software

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    CertNexus Certified IoT Practitioner (ITP-110)

    Skills you'll gain: Internet Of Things, General Networking, Information Technology, Wireless Networks, Security Controls, Cybersecurity, Systems Integration, Emerging Technologies, Cloud-Based Integration, Safety Assurance, Network Architecture, Safety and Security, Systems Development Life Cycle, System Design and Implementation, Computer Hardware, Functional Requirement, Prototyping

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Architect Multimodal AI Solutions End-to-End

    Skills you'll gain: Technical Documentation, Solution Architecture, Model Deployment, Software Documentation, AI Integrations, MLOps (Machine Learning Operations), AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Systems Architecture, Cloud Computing Architecture, Systems Development Life Cycle, Software Design Documents, Data Architecture, Data Integration, Systems Design, Functional Specification, Data Pipelines, Scalability

    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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    Packt

    Introduction to Cloud-Native Architecture and Microservices

    Skills you'll gain: Istio, Continuous Deployment, Cloud Deployment, Amazon Web Services, Software Design

    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

  • Unlock Multimodal Search: Coursera
  • Advanced Cloud Management and AWS Fundamentals: Packt
  • Generative AI for Developers: Unit 2: Pearson
  • Budgeting: Analyze & Control Costs: Coursera
  • Delivering Results with Remote Teams: SkillUp
  • PCB/CAD Design – DFM & DFT Considerations: Coursera
  • CertNexus Certified IoT Practitioner (ITP-110): Packt
  • Architect Multimodal AI Solutions End-to-End: Coursera
  • Cultivating Executive Presence: Creo Incubator
  • Memory Safety and Structuring Programs: Packt

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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