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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

    Analyze and Predict Card Purchases Using R

    Skills you'll gain: Predictive Modeling, Model Evaluation, Predictive Analytics, Statistical Modeling, Risk Modeling, Decision Tree Learning, Data Analysis, R Programming, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Exploratory Data Analysis, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Predict and Validate Regression Models in R

    Skills you'll gain: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Prompt Engineering Foundations

    Skills you'll gain: Prompt Engineering, LLM Application, OpenAI API, Anthropic Claude, Authentications, Large Language Modeling, Command-Line Interface, Cloud API, Real Time Data, Key Management, Development Environment, Application Programming Interface (API), Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze & Visualize Data Using Advanced Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Visualization Software, Excel Formulas, Dashboard, Data Analysis, Business Analytics, Data Manipulation, Exploratory Data Analysis, Trend Analysis, Graphing, Technical Analysis

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Management Skills for New and Emerging Leaders

    Beginner · Course · 3 - 6 Months

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    Johns Hopkins University

    Algebra: Elementary to Advanced

    Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, Applied Mathematics, General Mathematics, Analytical Skills, Probability & Statistics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    809 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    User Segmentation, Experimentation, and Retention Analytics

    Skills you'll gain: Customer Retention, Customer Analysis, Marketing Analytics, Customer Insights, Sample Size Determination, Analytics, User Research, Product Management, Trend Analysis, Statistical Inference, Data-Driven Decision-Making, Business Intelligence, Unsupervised Learning, Analysis, Statistical Analysis, Performance Measurement, Scikit Learn (Machine Learning Library), Strategic Decision-Making, Algorithms

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Uncover Market Insights: Research Essentials

    Skills you'll gain: Market Research, Business Research, Market Analysis, Business Requirements, Market Share, Business Analysis, Project Scoping, Requirements Elicitation, Project Documentation, Target Audience, Stakeholder Engagement, Market Trend, Data Capture, Record Keeping

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Generative AI for AWS Cloud Engineers

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, Responsible AI, Generative AI, AI Security, Amazon Web Services, AI Enablement, Cloud Engineering, Large Language Modeling, Model Deployment, Prompt Engineering, Data Ethics, AWS Identity and Access Management (IAM), Model Evaluation, Cloud Security, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Salesforce Agentforce: Introduction to Agentforce Platform

    Skills you'll gain: Prompt Patterns, Salesforce, Artificial Intelligence, Generative AI Agents, Agentic systems, Customer Relationship Management (CRM) Software

    Beginner · Course · 1 - 4 Weeks

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    University of London

    Finding Your Professional Voice: Confidence & Impact

    Skills you'll gain: Oral Expression, Public Speaking, Verbal Communication Skills, Assertiveness, Self-Awareness, Communication, Personal Attributes, Composure, Interpersonal Communications, Executive Presence, Emotional Intelligence, Respiration

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    ChatGPT and Prompt Engineering With Advanced Data Analysis

    Skills you'll gain: AI Workflows, Artificial Neural Networks

    Intermediate · Course · 3 - 6 Months

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

  • Analyze and Predict Card Purchases Using R: EDUCBA
  • Predict and Validate Regression Models in R: Coursera
  • Prompt Engineering Foundations: Packt
  • Analyze & Visualize Data Using Advanced Excel: EDUCBA
  • Management Skills for New and Emerging Leaders: John Wiley & Sons
  • Algebra: Elementary to Advanced: Johns Hopkins University
  • User Segmentation, Experimentation, and Retention Analytics: Coursera
  • Uncover Market Insights: Research Essentials: Coursera
  • Generative AI for AWS Cloud Engineers: Whizlabs
  • Salesforce Agentforce: Introduction to Agentforce Platform: Edureka

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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