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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


  • C

    Coursera

    Tweet Emotion Recognition with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Model Optimization, Python Programming, Model Training, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning

    4.5 stars, 174 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (174) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • A

    Arizona State University

    English for City Life and Weather

    Skills you'll gain: Oral Comprehension, English Language, Vocabulary, Language Learning, Grammar

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Capstone: Build and Operate an AI-Native Data Platform

    Skills you'll gain: Responsible AI, Data Pipelines, Data Governance, Extract, Transform, Load, AI Security, AI Workflows, AI Enablement, Data Architecture, Data Lakes, AI Integrations, Data Processing, Site Reliability Engineering, Metadata Management, MLOps (Machine Learning Operations), Model Evaluation, Data Quality, Data Transformation, Technical Communication, Retrieval-Augmented Generation, Model Training

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    Taipei Medical University

    AI in Healthcare: Opportunities & Challenges

    Skills you'll gain: Precision Medicine, Large Language Modeling, Health Informatics, Artificial Intelligence, Health Technology, Health Systems, Patient Safety, Machine Learning, Health Information Management, Augmented Reality, Deep Learning, Natural Language Processing, Internet Of Things, Big Data, Data Collection, Reinforcement Learning, Predictive Modeling, Data Analysis, Virtual Reality, Data Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • L

    LearnQuest

    Managing AI Systems: Development, Deployment, and Governance

    Skills you'll gain: Responsible AI, Key Performance Indicators (KPIs), Cross-Functional Collaboration, Performance Measurement, Cross-Functional Team Leadership, Operational Risk, Compliance Management, Dashboard, Accountability, Continuous Monitoring, Dashboard Creation, Data Ethics, Performance Metric, Governance Risk Management and Compliance, Regulatory Compliance, Governance, Risk Control, Accountability Frameworks, Compliance Auditing, MLOps (Machine Learning Operations)

    Beginner · Specialization · 1 - 3 Months

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

    EDUCBA

    Splunk Administration and Advanced Topics

    Skills you'll gain: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Model Training, Incident Response, User Accounts, Machine Learning Methods, Security Information and Event Management (SIEM), Machine Learning Software, User Provisioning, Model Evaluation, Authorization (Computing), Event Monitoring, Systems Administration, Performance Tuning, Data Visualization, Threat Detection, Identity and Access Management, Security Management

    4.8 stars, 51 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (51) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    VFX with Adobe After Effects from Novice to Expert

    Skills you'll gain: Adobe After Effects, Motion Graphics, Animations, Post-Production, Computer Graphic Techniques, 3D Assets, Timelines, Visual Storytelling, Color Theory, Typography

    4.6 stars, 362 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (362) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Meta

    Meta Android Developer

    Skills you'll gain: React Native, Android Studio, Restful API, User Research, Version Control, GitHub, UI/UX Research, Usability Testing, Jest (JavaScript Testing Framework), Git (Version Control System), Data Structures, Kotlin, Android Jetpack, Android Development, Unix Commands, Persona (User Experience), Interaction Design, Mobile Development, Code Reusability, Javascript

    4.6 stars, 9.3K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (9.3K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI Language Modeling with Transformers

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, PyTorch (Machine Learning Library), Transfer Learning, Embeddings, Natural Language Processing, Model Training, Applied Machine Learning, Model Optimization, Data Preprocessing

    4.5 stars, 157 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (157) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems

    Skills you'll gain: Cryptography, Network Monitoring, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Computer Systems, Data Storage Technologies, Cybersecurity, Threat Detection, Security Controls, General Networking, Cloud Computing, Microsoft Azure, Active Directory, Encryption, Firewall, Operating Systems, Authentications, Authorization (Computing), General Data Protection Regulation (GDPR), Business Software

    4.7 stars, 2.6K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (2.6K) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Honors AI Foundations for High School Students

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Prompt Engineering Tools, LLM Application, Gemini, ChatGPT, Google Gemini, AI literacy, Anthropic Claude, Large Language Modeling, AI Enablement, Artificial Intelligence, AI powered creativity, Generative AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Complex Problem Solving

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • K

    KodeKloud

    AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, AWS SageMaker, Amazon Web Services, Model Evaluation, AWS Identity and Access Management (IAM), AI Enablement, Decision Intelligence, Prompt Engineering, AWS Kinesis, Large Language Modeling, AWS CloudFormation, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Data Processing, Cloud Computing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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

  • Tweet Emotion Recognition with TensorFlow: Coursera
  • English for City Life and Weather: Arizona State University
  • Capstone: Build and Operate an AI-Native Data Platform: IBM
  • AI in Healthcare: Opportunities & Challenges: Taipei Medical University
  • Managing AI Systems: Development, Deployment, and Governance: LearnQuest
  • Splunk Administration and Advanced Topics: EDUCBA
  • VFX with Adobe After Effects from Novice to Expert: EDUCBA
  • Meta Android Developer: Meta
  • Generative AI Language Modeling with Transformers: IBM
  • Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems: Microsoft

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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