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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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    DeepLearning.AI

    AI、機械学習、ディープラーニングのための TensorFlow 入門

    Skills you'll gain: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Universidad Nacional Autónoma de México

    Designing data-intensive applications

    Skills you'll gain: Data Mining, Database Design, Scalability, Database Systems, Relational Databases, Unstructured Data, Transaction Processing, Databases, Systems Design, Big Data, Data Architecture, NoSQL, Data Processing, Maintainability, Software Design, SQL, Apache Hadoop

    4.3
    Rating, 4.3 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Cyber Security: Leadership

    Skills you'll gain: Cyber Governance, Cyber Attacks, Law, Regulation, and Compliance, Security Awareness, Security Strategy, Human Factors (Security), Culture Transformation, Cyber Security Strategy, Cybersecurity, Mobile Security, Cyber Risk, Enterprise Security, Cyber Security Policies, Strategic Leadership, Cyber Operations, Leadership and Management, Leadership, Organizational Leadership, Leadership Development, Team Leadership

    4.7
    Rating, 4.7 out of 5 stars
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    24 reviews

    Beginner · Specialization · 3 - 6 Months

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    Epic Games

    Fundamentals of Level Design with Unreal Engine

    Skills you'll gain: Game Design, Software Design Documents, Unreal Engine, Video Game Development, Virtual Environment, Conceptual Design, Interactive Design, 3D Assets, Prototyping, Design Elements And Principles, Creativity

    4.3
    Rating, 4.3 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado System

    Palliative Care Capstone Projects

    Skills you'll gain: Pain Management, Patient Communication, Patient Education And Counseling, Care Management, Healthcare Ethics, Compassion, Patient Evaluation, Patient-centered Care, Health Assessment, Clinical Assessment, Self-Awareness, Communication, Cultural Sensitivity

    4.6
    Rating, 4.6 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    CCNA Intermediate – Switching, VLANs & Routing

    Skills you'll gain: Virtual Local Area Network (VLAN), Network Troubleshooting, OSI Models, Network Routing, Dynamic Host Configuration Protocol (DHCP), Network Routers, Network Switches, TCP/IP, Network Architecture, Local Area Networks, General Networking, Network Infrastructure, Network Protocols, System Configuration, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pennsylvania

    Intro to Predictive Analytics Using Python

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Splunk Inc.

    Splunk Knowledge Manager 101

    Skills you'll gain: Splunk, Dashboard, Incident Management, Information Management, Event Monitoring, Data Modeling, Data Processing, Query Languages, Business Intelligence, Data Management, Data Analysis, Big Data, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Data Analysis, Case Studies, Probability & Statistics, Variance Analysis, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Data Modeling with Power BI: Advanced DAX Calculations

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Business Analysis, Financial Data, Business Intelligence, Data Modeling, Financial Analysis, Time Series Analysis and Forecasting, Data Visualization, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Edureka

    Gen AI for Fraud Detection Analytics

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), AI Enablement, Recurrent Neural Networks (RNNs), Data Preprocessing, Model Evaluation

    4.2
    Rating, 4.2 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    ISC2

    Access Control

    Skills you'll gain: Authentications, Authorization (Computing), Role-Based Access Control (RBAC), Identity and Access Management, Security Controls, User Provisioning, Data Access, Security Awareness, Multi-Factor Authentication

    4.5
    Rating, 4.5 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI、機械学習、ディープラーニングのための TensorFlow 入門: DeepLearning.AI
  • Designing data-intensive applications: Universidad Nacional Autónoma de México
  • Cyber Security: Leadership: Macquarie University
  • Fundamentals of Level Design with Unreal Engine: Epic Games
  • Palliative Care Capstone Projects: University of Colorado System
  • CCNA Intermediate – Switching, VLANs & Routing: Packt
  • Intro to Predictive Analytics Using Python: University of Pennsylvania
  • Splunk Knowledge Manager 101: Splunk Inc.
  • Advanced Quantitative Statistics with Excel: Coursera
  • Data Modeling with Power BI: Advanced DAX Calculations : 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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