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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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    Tufts University

    Hypothesis Testing with Python and Excel

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Analytical Skills, Statistics, Business Analytics, Python Programming, Technical Communication

    4.2
    Rating, 4.2 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Google BigQuery for Data and ML Engineers

    Skills you'll gain: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Big Data, Serverless Computing, Model Evaluation, Machine Learning, Exploratory Data Analysis, Time Series Analysis and Forecasting, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

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    University of Glasgow

    Strategic Business Leadership

    Skills you'll gain: Strategic Leadership, Business Transformation, Digital Transformation, Business Leadership, Innovation, Market Research, Cross-Functional Collaboration, Organizational Leadership, Leadership Development, Business Strategy, Leadership, Strategic Decision-Making, Organizational Strategy, Business Planning, Leadership and Management, Competitive Analysis, Corporate Strategy, Business Modeling, Business Management, Organizational Change

    4.8
    Rating, 4.8 out of 5 stars
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    17 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of California San Diego

    Internet of Things Capstone: Build a Mobile Surveillance System

    Skills you'll gain: Internet Of Things, Unit Testing, System Testing, Software Design Documents, Software Development, Technical Communication, Software Documentation, Mobile Development, System Design and Implementation, Embedded Systems, Innovation, Creative Design, Systems Integration

    3.7
    Rating, 3.7 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Azure Network Services

    Skills you'll gain: Microsoft Azure, Network Troubleshooting, Network Security, Network Architecture, Virtual Networking, Network Administration, Wide Area Networks, Hardening, Virtual Private Networks (VPN), Network Infrastructure, Network Routing, Network Monitoring, Private Cloud

    4.8
    Rating, 4.8 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    What is Product Lifecycle Management?

    Skills you'll gain: Product Lifecycle Management, Product Planning, Product Strategy, Product Management, AI Product Strategy, Product Improvement, Strategic Planning, Business Strategy, Technology Strategies, Innovation, Project Implementation, Change Management, Competitive Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    GenAI Foundations and Prompt Engineering

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, ChatGPT, AI Workflows, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University at Buffalo

    Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness

    Skills you'll gain: Peer Review, Governance, Consulting, Leadership and Management, Report Writing, Performance Analysis, Leadership, Management Consulting, Organizational Change, Change Management, Organizational Effectiveness, Analysis, Data Collection

    4.4
    Rating, 4.4 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    L&T EduTech

    Geotechnical Foundation Design

    Skills you'll gain: Building Codes, Construction, Laboratory Testing, Structural Engineering, Test Engineering, Laboratory Experience, Construction Engineering, Civil Engineering, Environmental Monitoring, Engineering Analysis, Virtual Environment, Experimentation, Research Reports, Structural Analysis, Analytical Testing, Engineering Practices, Penetration Testing, Engineering Calculations, Failure Analysis, Finite Element Methods

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Advanced · Specialization · 3 - 6 Months

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    Coursera

    GenAI for Customer Communication

    Skills you'll gain: AI Personalization, Customer Engagement, Data-Driven Decision-Making, Customer Service, Customer experience improvement, Customer Relationship Management (CRM) Software, AI Enablement, Personalized Service, Customer Insights, Customer Retention, Business Analytics, ChatGPT, User Feedback, Analytics, Self Service Technologies, Artificial Intelligence, Generative AI, Predictive Analytics, Consumer Behaviour, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Indian Institute of Technology Guwahati

    UX Design: An Introduction

    Skills you'll gain: User Experience Design, User Experience, Human Computer Interaction, User Centered Design, Usability, User Interface (UI), Interaction Design, Design, Design Research, User Research, Wireframing

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Hypothesis Testing with Python and Excel: Tufts University
  • Google BigQuery for Data and ML Engineers: Pearson
  • Attention Mechanism - Français: Google Cloud
  • Strategic Business Leadership: University of Glasgow
  • Internet of Things Capstone: Build a Mobile Surveillance System: University of California San Diego
  • Azure Network Services: EDUCBA
  • What is Product Lifecycle Management?: Coursera
  • GenAI Foundations and Prompt Engineering : Starweaver
  • Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness : University at Buffalo
  • Geotechnical Foundation Design: L&T EduTech

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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