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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


  • M

    Microsoft

    Data Manipulation and Transactions in SQL Server

    Skills you'll gain: Transact-SQL, Microsoft SQL Servers, Transaction Processing, Database Management, Relational Databases, SQL, Database Architecture and Administration, Database Theory, Operational Databases, Database Development, Data Integrity, Database Software, Data Access, Generative AI, Performance Tuning, Software Installation

    4.3 stars, 53 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (53) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The University of Edinburgh

    How to Create Video for Online Courses

    Skills you'll gain: Video Production, Photo/Video Production and Technology, Videography, Post-Production, Video Editing, Course Development, Storyboarding, Media Production, Cinematography, Web Content Accessibility Guidelines, Content Creation, Visual Storytelling, Storytelling, Editing, Writing

    4.7 stars, 239 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (239) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    LLM Engineering That Works: Prompting, Tuning, and Retrieval

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Model Training, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Building Trustworthy AI

    Skills you'll gain: AI Security, Responsible AI, Threat Modeling, Governance Risk Management and Compliance, Compliance Management, Risking, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments

    3.2 stars, 16 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.2 (16) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    HR Management and Workforce Analytics

    Skills you'll gain: HR Tech, Performance Appraisal, Human Resources Software, People Analytics, Performance Management, Recruitment, Training and Development, Human Resources Management and Planning, Human Resource Management, Employee Retention, Human Resources Information System (HRIS), Compensation Management, Human Resources, Workforce Planning, Job Analysis, Recruitment Strategies, Talent Recruitment, Constructive Feedback, Talent Acquisition, Analytics

    4.1 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.1 (8) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Hacking & Cryptography Mastery

    Skills you'll gain: Cryptography, Encryption, Cybersecurity, Brute-force attacks, Python Programming, Key Management, Applied Mathematics, Programming Principles, File I/O, Computational Logic, Algorithms, Debugging, Code Reusability, Scripting, Data Mapping, Software Testing, User Interface (UI), UI Components, Data Structures, Application Development

    4.9 stars, 14 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (14) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Nanjing University

    Data Processing Using Python

    Skills you'll gain: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Science, Data Capture, Data Analysis, Python Programming, Data Access, NumPy, Data Preprocessing, Data Visualization, Data Manipulation, UI Components, User Interface (UI) Design, Programming Principles

    4.1 stars, 378 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (378) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Dairy Nutrition for Udder Success

    Skills you'll gain: Nutritional Assessment, Predictive Analytics, Machine Learning Methods, Maternal Health, Machine Learning, Diagnostic Tests, Health Systems, Operating Cost, Nutrition and Diet, Market Dynamics, Water Resources, Food Safety and Sanitation, Manufacturing and Production, Behavioral Economics, Business Economics, Environment, Molecular Biology, Production Management, Consumer Behaviour, Molecular, Cellular, and Microbiology

    4.9 stars, 36 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (36) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Digital Technology in Manufacturing

    Skills you'll gain: Product Lifecycle Management, Embedded Systems, Embedded Software, Automation Engineering, Machine Controls, Manufacturing and Production, Manufacturing Processes, Product Engineering, Robotic Process Automation, Control Systems, Computer-Aided Design, Manufacturing Operations, Automation, Internet Of Things, Production Process, Robotics, Cyber Engineering, Digital Transformation, Business Process Automation, C (Programming Language)

    4.5 stars, 43 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (43) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Cloud Deployment, Amazon Web Services, Model Deployment, Application Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Model Training, Data Processing, Recurrent Neural Networks (RNNs), Data Cleansing, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Digital Technology and Social Change

    Skills you'll gain: Digital Transformation, Innovation, Responsible AI, Digital Communications, Machine Learning, AI Personalization, digital literacy, Data Ethics, Digital Analysis, Blockchain, Process Development, Emerging Technologies, AI literacy, FinTech, Social Impact, Technology Strategies, Data Storage, Artificial Intelligence, Media and Communications, Generative AI

    4.6 stars, 41 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (41) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Digital Marketing for Career Growth

    Skills you'll gain: LinkedIn, Professional Networking, Blogs, Content Marketing, Customer Engagement, Content Performance Analysis, Cloud Platforms, Marketing Analytics, Collaborative Software, Content Creation, Business Technologies, Business Marketing, Content Development and Management, Advertising Campaigns, Sales Prospecting, Social Media Content, Customer Relationship Building, Social Media, Social Media Marketing, Marketing

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Data Manipulation and Transactions in SQL Server: Microsoft
  • How to Create Video for Online Courses: The University of Edinburgh
  • LLM Engineering That Works: Prompting, Tuning, and Retrieval: Coursera
  • Building Trustworthy AI: Coursera
  • HR Management and Workforce Analytics: EDUCBA
  • Python Hacking & Cryptography Mastery: EDUCBA
  • Data Processing Using Python: Nanjing University
  • Dairy Nutrition for Udder Success: University of Illinois Urbana-Champaign
  • Digital Technology in Manufacturing: L&T EduTech
  • Image Captioning with TensorFlow & Streamlit: EDUCBA

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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