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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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    Pragmatic AI Labs

    AWS Generative AI and Foundation Models

    Skills you'll gain: Amazon Bedrock, Token Optimization, Generative AI, AWS SageMaker, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, AI literacy, Amazon Web Services, Amazon Elastic Compute Cloud, No-Code Development, AI Integrations, Model Deployment, Model Optimization, Technology Solutions, Rust (Programming Language), Package and Software Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Asset Manipulation and Environment Detailing in UE5

    Skills you'll gain: 3D Assets, Unreal Engine, Virtual Environment, Computer Graphics, Computer Graphic Techniques, Simulations

    Intermediate · Course · 1 - 3 Months

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    Packt

    Lean Six Sigma Professional Track - From Green to Black Belt

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Process Improvement and Optimization, Process Improvement, Regression Analysis, Statistics, Quality Improvement, Statistical Methods, Process Analysis, Probability & Statistics, Statistical Process Controls, Operational Analysis, Continuous Improvement Process, Process Optimization, Performance Improvement, Descriptive Statistics, Statistical Analysis, Process Capability, Statistical Modeling, Quality Control

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Statistical Tests for Market Research

    Skills you'll gain: Statistical Hypothesis Testing, A/B Testing, Quantitative Research, Data-Driven Decision-Making, Customer Analysis, Statistical Methods, Market Research, Statistical Software, Statistical Analysis, Statistical Reporting, Business Analytics, Market Analysis, Probability & Statistics, Customer Insights, Statistical Inference, Analytics, Data Analysis, Descriptive Statistics, Data Analysis Software, Spreadsheet Software

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2

    Skills you'll gain: Software-Defined Networking, Wide Area Networks, Network Performance Management, Network Infrastructure, Cloud Deployment, System Configuration, Package and Software Management, Configuration Management, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build & Transform Data Pipelines

    Skills you'll gain: Data Pipelines, Apache Airflow, Data Integration, Cloud Deployment, Extract, Transform, Load, Cloud Computing, Data Infrastructure, Data Processing, Data Warehousing, Data Architecture

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Manager of Managers: Performance Management and Metrics

    Skills you'll gain: Team Performance Management, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Employee Performance Management, Performance Metric, Performance Improvement, Human Resource Strategy, Performance Analysis, Performance Appraisal, Accountability Frameworks, Performance Review, People Analytics, Constructive Feedback, Organizational Strategy, Accountability, Employee Engagement, Data-Driven Decision-Making, Analytics, Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Real World DevOps Project with Ansible, Docker and GitLab

    Skills you'll gain: Docker (Software), Ansible, Linux Administration, Containerization, Linux, Linux Servers, GitLab, Infrastructure as Code (IaC), Devops Tools, Operating System Administration, CI/CD, DevOps, Continuous Integration, Linux Commands, IT Automation, Application Deployment, Collaborative Software, System Configuration, Infrastructure Security, Virtual Private Networks (VPN)

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Plot (Graphics), Box Plots, Data Analysis, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Data Literacy, Statistical Visualization, Seaborn, Descriptive Analytics, Analytical Skills, Statistical Analysis, Correlation Analysis, Statistics

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Trust and Ethics in AI: A Business Approach

    Skills you'll gain: AI Security, Responsible AI, Business Ethics, Data Ethics, Ethical Standards And Conduct, Information Privacy, Decision Intelligence, Accountability Frameworks, Artificial Intelligence, AI literacy, Accountability, Law, Regulation, and Compliance, Business, Governance, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Sustainability Education

    Skills you'll gain: Environmental Policy, Social Justice, Environmental Science, Environmental Issue, Climate Change Programs, Environmental Laws, Policy Analysis, Environmental Regulations, Sustainable Development, Sustainability Standards, Socioeconomics, Education and Training, World History, Community Development, Community Organizing, Formal Learning, Curriculum Planning, K-12 pedagogy

    Mixed · Course · 1 - 3 Months

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    Packt

    Raspberry Pi and Arduino — Go to the Next Level

    Skills you'll gain: Serial Peripheral Interface, Internet Of Things, Communication Systems, Embedded Systems, Computer Hardware, Automation, Hardware Troubleshooting, Debugging, Remote Access Systems, Python Programming, Scripting, Software Installation

    Intermediate · Course · 1 - 3 Months

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

  • AWS Generative AI and Foundation Models: Pragmatic AI Labs
  • Advanced Asset Manipulation and Environment Detailing in UE5: Packt
  • Lean Six Sigma Professional Track - From Green to Black Belt: Packt
  • Statistical Tests for Market Research: Coursera
  • Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2: Pearson
  • Build & Transform Data Pipelines: Coursera
  • Manager of Managers: Performance Management and Metrics: Coursera
  • Real World DevOps Project with Ansible, Docker and GitLab: Packt
  • Data Science Fundamentals Part 2: Unit 1: Pearson
  • Trust and Ethics in AI: A Business Approach: John Wiley & Sons

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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