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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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    EDUCBA

    Apply PostgreSQL Fundamentals for Data Management

    Skills you'll gain: Database Design, Data Processing, Data Integrity

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Azure Infrastructure as Code with Bicep

    Skills you'll gain: Azure DevOps Pipelines, Infrastructure as Code (IaC), Azure DevOps, CI/CD, Cloud Deployment, Microsoft Azure, Continuous Deployment, Cloud-Native Computing, Infrastructure As A Service (IaaS), Application Deployment, Containerization, Cloud Management, Cloud Computing Architecture, GitHub, Scalability, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Large Language Models

    Skills you'll gain: Large Language Modeling, Google Gemini, Prompt Engineering, LLM Application, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    PracticalGrowth

    Keeping Great People: A Team Leader’s Retention Playbook

    Skills you'll gain: Succession Planning, Employee Retention, Recognizing Others, Talent Management, Team Performance Management, Employee Engagement, Team Building, Team Leadership, People Management, Workforce Planning, Professional Development, Workforce Management, Employee Coaching, Interviewing Skills, Capacity Management, Dashboard, Mentorship

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Visualize Data Using Tableau Desktop

    Skills you'll gain: Tableau Software, Data Presentation, Data Storytelling, Interactive Data Visualization, Dashboard, Data Visualization Software, Data Analysis, Analytics, Data-Driven Decision-Making, Trend Analysis, Data Integration, Data Management, Geospatial Mapping

    Beginner · Course · 1 - 3 Months

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    Coursera

    SQL Infrastructure: Secure and Optimize

    Skills you'll gain: Root Cause Analysis, Data Security, Problem Management, Systems Analysis, Site Reliability Engineering, Capacity Management, Resource Management, Identity and Access Management, Role-Based Access Control (RBAC), Compliance Auditing

    Advanced · Course · 1 - 4 Weeks

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    University of California, Santa Barbara

    Business Structures and Legal Entities

    Skills you'll gain: Governance, Organizational Structure, Legal Risk, Tax, Corporate Strategy, Business, Business Ethics, Business Risk Management, Strategic Partnership, Corporate Tax, Commercial Laws, Business Administration, Financial Analysis, Corporate Finance, Case Studies, Regulation and Legal Compliance, Risk Analysis, Partnership Accounting, Decision Making, Contract Management

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Vector Database Fundamentals

    Skills you'll gain: Vector Databases, Hugging Face, MongoDB, Embeddings, NoSQL, AI Personalization, Artificial Intelligence, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Natural Language Processing, Database Design, Database Management, Apache Cassandra, Machine Learning, Data Science

    4.6
    Rating, 4.6 out of 5 stars
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    73 reviews

    Intermediate · Specialization · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics, Mathematical Theory & Analysis, Arithmetic, Advanced Mathematics, Deductive Reasoning

    Beginner · Course · 1 - 3 Months

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    Coursera

    Data Visualization Primer: Tools & Techniques

    Skills you'll gain: Data Storytelling, Seaborn, Data Visualization, Data Presentation, Matplotlib, Interactive Data Visualization, Dashboard, Statistical Visualization, Histogram, Time Series Analysis and Forecasting, Microsoft Excel, Generative AI, Tableau Software, Data-Driven Decision-Making, Business Intelligence, Data Analysis, Business Analytics, Power BI, Google Sheets, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    677 reviews

    Intermediate · Specialization · 1 - 3 Months

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    ISSA (International Sports Sciences Association)

    The Building Blocks of Nutrition for Fitness

    Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Clinical Nutrition, Nutrition Education, Nutritional Assessment, Exercise Science, Sports Medicine, Health And Wellness Coaching, Coaching, Health Assessment, Health Education, Biochemistry, Psychology, Physiology, Mental and Behavioral Health, Athletic Training, Health Care

    Beginner · Course · 1 - 3 Months

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    Edureka

    Data Engineering Workflow Orchestration with Airflow

    Skills you'll gain: Apache Airflow, CI/CD, Data Pipelines, Continuous Deployment, Workflow Management, Site Reliability Engineering, Data Engineering, Model Deployment, Data Quality, Version Control, PostgreSQL, Git (Version Control System), Python Programming, Debugging, SQL, Production Management, Scheduling, Unit Testing, Linux Commands, Web Servers

    Intermediate · Course · 1 - 4 Weeks

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

  • Apply PostgreSQL Fundamentals for Data Management: EDUCBA
  • Azure Infrastructure as Code with Bicep: Packt
  • Introduction to Large Language Models: Google Cloud
  • Keeping Great People: A Team Leader’s Retention Playbook: PracticalGrowth
  • Analyze and Visualize Data Using Tableau Desktop: EDUCBA
  • SQL Infrastructure: Secure and Optimize: Coursera
  • Business Structures and Legal Entities: University of California, Santa Barbara
  • Vector Database Fundamentals: IBM
  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
  • Data Visualization Primer: Tools & Techniques: Coursera

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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