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  • Decision Tree

Decision Tree Courses

Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.


Popular Decision Tree Courses and Certifications


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    EDUCBA

    Linear Regression & Predictive Modeling with SPSS

    Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Predictive Modeling, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Scatter Plots, Microsoft Excel

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Data Scientists and Analysts - Español

    Skills you'll gain: Google Gemini, Google Cloud Platform, Customer Analysis, Marketing Analytics, Big Data, Generative AI, Customer Insights, Analytics, Predictive Modeling, Data-Driven Decision-Making, Predictive Analytics, Data Analysis, Forecasting

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Fundamental of Reinforcement Training

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning, Unsupervised Learning, Markov Model

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Management, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis, Systems Design

    Mixed · Course · 1 - 3 Months

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    Packt

    Intermediate Data Manipulation and Machine Learning

    Skills you'll gain: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Marketing Fundamentals Mastery: Apply, Analyze & Evaluate

    Skills you'll gain: Digital Marketing, Market Analysis, Branding, Product Lifecycle Management

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Master Time Series Forecasting with R: Analyze & Predict

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Predictive Modeling, R Programming, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 8

    Skills you'll gain: Lightweight Directory Access Protocols, Git (Version Control System), Authentications, Collaborative Software, Linux Servers, Linux Administration, Version Control, Authorization (Computing), Open Source Technology

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Advanced Git Features

    Skills you'll gain: Git (Version Control System), GitHub, GitLab, Version Control, Bitbucket, Software Development

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Manage Global Economic Crises with Liquidity Tools

    Skills you'll gain: Market Liquidity, Financial Regulation, Financial Controls, Bank Regulations, Governance, Crisis Management, Risk Management Framework, Balance Sheet, Financial Market, Banking, Risk Management, Economics, World History

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Facebook Optimization: Grow Your Presence

    Skills you'll gain: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Content, Social Media Marketing, Social Media Management, Content Strategy, Online Advertising, Instagram, Analytics, Performance Measurement, Key Performance Indicators (KPIs), Social Media Strategy, Scalability, Revenue Management, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals, Part 2

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Matplotlib, A/B Testing, Box Plots, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming

    Beginner · Specialization · 1 - 4 Weeks

Searches related to decision tree

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In summary, here are 10 of our most popular decision tree courses

  • Linear Regression & Predictive Modeling with SPSS: EDUCBA
  • Gemini for Data Scientists and Analysts - Español: Google Cloud
  • Fundamental of Reinforcement Training : Simplilearn
  • Data Warehousing and Integration Part 1: Northeastern University
  • Intermediate Data Manipulation and Machine Learning: Packt
  • Marketing Fundamentals Mastery: Apply, Analyze & Evaluate: EDUCBA
  • Master Time Series Forecasting with R: Analyze & Predict: EDUCBA
  • Linux Foundation Certified System Administrator (LFCS): Unit 8: Pearson
  • Advanced Git Features: Board Infinity
  • Manage Global Economic Crises with Liquidity Tools: EDUCBA

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Application Programming Interfaces (17)
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Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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