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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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    U

    University of Leeds

    Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Statistical Inference, Descriptive Statistics, Box Plots, Data Visualization Software, Histogram, Probability, Simulations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Vector Databases Deep Dive

    Skills you'll gain: NoSQL, Database Systems, Databases, Data Infrastructure, Data Storage Technologies, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Fandom, Community, and Identity in Popular Music

    Skills you'll gain: Music, World Music, Case Studies, Culture, Sociology, Cultural Diversity, Research, Analysis, Performing Arts, Critical Thinking, Creativity, Media and Communications, Communication

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    ISC2

    Information Technologies and Security in Healthcare Settings

    Skills you'll gain: Health Technology, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Management, Health Care, Cloud Security, Personally Identifiable Information, Regulatory Compliance, Information Privacy, Information Management, Data Security, Interoperability, Electronic Medical Record, Records Management, Security Controls, Information Technology

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    IoT Based System Design: Foundations and Applications

    Skills you'll gain: Internet Of Things, Wireless Networks, Application Design, Emerging Technologies, Healthcare 5.0, System Design and Implementation, General Networking, Software Development, Hardware Architecture, Data Security, User Centered Design, Cloud Deployment, Prototyping, Information Privacy, Open Source Technology, Real Time Data, Scalability

    4.1
    Rating, 4.1 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Knowledge Accelerators

    Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills

    Skills you'll gain: Data Presentation, Pivot Tables And Charts, Data Entry, Data Processing, Data Science, Organizational Skills, Business Analytics, Data Management, Business Intelligence, Microsoft 365, Productivity Software, Record Keeping, Customer Data Management, Productivity, Financial Analysis, Marketing Planning, Project Management, Event Planning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Intro to TensorFlow 日本語版

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Feature Engineering, Data Pipelines, Deep Learning, Machine Learning Methods, Data Preprocessing, Artificial Neural Networks

    3.8
    Rating, 3.8 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Time Series Data Visualization And Analysis Techniques

    Skills you'll gain: Time Series Analysis and Forecasting, Data Visualization, Data Visualization Software, Statistical Visualization, Data Preprocessing, Anomaly Detection, Heat Maps, Data Analysis, Plotly, Exploratory Data Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    17 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    CCNA v1.1 (200-301) Video Training Series

    Skills you'll gain: Network Security, Open Shortest Path First (OSPF), Network Performance Management, Virtual Networking, Network Monitoring, Firewall, Network Planning And Design, Network Protocols, Infrastructure as Code (IaC), Terraform, Configuration Management, Encryption, System Configuration, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    19 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    ISO 14001 Step by Step

    Skills you'll gain: Environmental Management Systems, Environmental Policy, Corrective and Preventive Action (CAPA), Document Control, Environmental Regulations, Compliance Management, Sustainability Standards, Emergency Response, Risk Control, Compliance Auditing, Internal Auditing, Continuous Improvement Process, Performance Analysis, Employee Training, Resource Allocation

    Intermediate · Course · 3 - 6 Months

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    C

    Coursera

    Landing.AI for Beginners: Build Data Visualization AI Models

    Skills you'll gain: Model Deployment, Prompt Engineering, Generative AI, Cloud Deployment, Image Analysis, Computer Vision, Convolutional Neural Networks, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    UiPath

    Agentic prompt engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Agentic systems, Business Process Automation, Prompt Engineering Tools, Automation, Multimodal Prompts, Generative AI Agents, LLM Application, Responsible AI, AI Workflows, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI Security

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Exploratory Data Analysis: University of Leeds
  • Vector Databases Deep Dive: Packt
  • Fandom, Community, and Identity in Popular Music: University of Colorado Boulder
  • Information Technologies and Security in Healthcare Settings: ISC2
  • IoT Based System Design: Foundations and Applications : Starweaver
  • Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills: Knowledge Accelerators
  • Intro to TensorFlow 日本語版: Google Cloud
  • Time Series Data Visualization And Analysis Techniques : Coursera
  • CCNA v1.1 (200-301) Video Training Series: Packt
  • ISO 14001 Step by Step: Packt

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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