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  • Statistical Inference

Statistical Inference Courses

Statistical inference courses can help you learn hypothesis testing, confidence intervals, regression analysis, and data interpretation. You can build skills in analyzing sample data, making predictions, and drawing conclusions about larger populations. Many courses introduce tools like R and Python for statistical programming, as well as software for data visualization, which enhance your ability to apply statistical methods effectively.


Popular Statistical Inference Courses and Certifications


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    Northeastern University

    Foundations for Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Pandas (Python Package), Unsupervised Learning, Data Analysis, Data Manipulation, Descriptive Statistics, Data Processing, Data Cleansing, Programming Principles, Data Visualization, Python Programming, Algorithms

    Beginner · Course · 1 - 3 Months

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    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Plot (Graphics), Machine Learning, Python Programming, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    PySpark: Apply & Evaluate Predictive ML Models

    Skills you'll gain: PySpark, Apache Spark, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Statistical Machine Learning, Unsupervised Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Data Pipelines

    Mixed · Course · 1 - 4 Weeks

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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Deep Learning, Applied Machine Learning, Network Architecture, Time Series Analysis and Forecasting, Machine Learning, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Predictive Modeling, Data Manipulation, Anomaly Detection, Pandas (Python Package), Exploratory Data Analysis, Data Cleansing

    Intermediate · Course · 1 - 4 Weeks

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    Universidades Anáhuac

    Data Science: Tus Primeros Pasos con Python

    Skills you'll gain: Data Cleansing, Database Management, SQL, Databases, Data Visualization Software, Pandas (Python Package), Data Science, Jupyter, Data Manipulation, Web Scraping, Data Processing, Data Collection, Python Programming, Matplotlib, Machine Learning

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    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Explore and Visualize Data the Python Way

    Skills you'll gain: Data Storytelling, Plotly, Exploratory Data Analysis, Data Visualization, Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Matplotlib, Seaborn, Scatter Plots, Data Analysis, Box Plots, Data Science, Jupyter, Descriptive Statistics, Anomaly Detection, Python Programming, GitHub

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Trend Analysis, Predictive Modeling, Regression Analysis, Data-Driven Decision-Making, Machine Learning, Supervised Learning, Business Analytics, Analytics, Statistical Modeling, Case Studies, Algorithms

    Beginner · Course · 1 - 4 Weeks

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    Packt

    No-Code Machine Learning Using Amazon AWS SageMaker Canvas

    Skills you'll gain: AWS SageMaker, Applied Machine Learning, Amazon Web Services, No-Code Development, Machine Learning, Supervised Learning, Predictive Modeling, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Version Control, Data Validation, Data Cleansing

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to AI and Machine Learning on GC - 日本語版

    Skills you'll gain: Generative AI, Prompt Engineering, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Big Data, Cloud Development, Machine Learning, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Smart Analytics, Machine Learning, and AI on GCP en Français

    Skills you'll gain: Google Cloud Platform, Unstructured Data, Tensorflow, MLOps (Machine Learning Operations), Applied Machine Learning, Jupyter, Big Data, Data Pipelines, Machine Learning, Natural Language Processing, Artificial Intelligence, Image Analysis

    Intermediate · Course · 1 - 3 Months

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    Coursera

    عكس وتكامل تسلسل الحمض النووي (DNA ، RNA) باستخدام R

    Skills you'll gain: Bioinformatics, R Programming, Molecular Biology, Data Manipulation, Programming Principles, Data Processing

    Beginner · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular Statistical Inference courses

  • Foundations for Data Analytics Part 1: Northeastern University
  • Image Classification on Autopilot with AWS AutoGluon: Coursera
  • PySpark: Apply & Evaluate Predictive ML Models: EDUCBA
  • RNN Architecture and Sentiment Classification: Packt
  • Time Series Forecasting with Facebook Prophet in Python: Packt
  • Data Science: Tus Primeros Pasos con Python: Universidades Anáhuac
  • Explore and Visualize Data the Python Way: Coursera
  • Introduction to Linear Regression Training : Simplilearn
  • No-Code Machine Learning Using Amazon AWS SageMaker Canvas: Packt
  • Introduction to AI and Machine Learning on GC - 日本語版: Google Cloud

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