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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


  • C

    Coursera

    NLP: Twitter Sentiment Analysis

    Skills you'll gain: Model Evaluation, Model Training, Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Natural Language Processing, Data Preprocessing, Social Media Analytics, Data Analysis, Classification Algorithms, Python Programming, Applied Machine Learning, Predictive Analytics, Machine Learning, Automation

    4.6 stars, 376 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (376) · Beginner · Guided Project · Less Than 2 Hours

  • N

    National Taiwan University

    頑想學概率:機率二 (Probability (2))

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistical Methods, Statistics, Calculus

    4.8 stars, 93 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (93) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Español

    Skills you'll gain: Model Optimization, Feature Engineering, Model Deployment, Tensorflow, Model Training, Exploratory Data Analysis, Google Cloud Platform, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Data Quality, Machine Learning Software, Business Metrics, Machine Learning Methods, Machine Learning, Applied Machine Learning, Logistic Regression, Dataflow, Data Pipelines, Cloud Deployment

    4.6 stars, 448 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (448) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Design Thinking and Predictive Analytics for Data Products

    Skills you'll gain: Supervised Learning, Feature Engineering, Predictive Modeling, Predictive Analytics, Data Manipulation, Statistical Machine Learning, Classification Algorithms, Machine Learning Methods, Statistical Modeling, Design Thinking, Scikit Learn (Machine Learning Library), Data Cleansing, Model Training, Regression Analysis, Data Processing, Model Optimization, Tensorflow, Logistic Regression

    4.5 stars, 125 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (125) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Principal Component Analysis with NumPy

    Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Plot (Graphics), Seaborn, Matplotlib, Statistical Visualization, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming, Data Manipulation

    4.6 stars, 298 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (298) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Analytics, Predictive Modeling, Statistical Modeling, Data Analysis, Market Data, Analytics, Regression Analysis, Data Preprocessing, Model Evaluation, Python Programming, Probability & Statistics, Data Ethics, Probability, Ethical Standards And Conduct

    4.5 stars, 43 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (43) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Evaluation of Digital Health Interventions

    Skills you'll gain: Data Presentation, Data Visualization Software, Interactive Data Visualization, Health Informatics, Digital Analysis, Tableau Software, Model Evaluation, Information Management, Analytics, Health Technology, Data Management, Science and Research, Clinical Trials, Statistical Analysis

    4.8 stars, 71 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (71) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Icahn School of Medicine at Mount Sinai

    Dynamical Modeling Methods for Systems Biology

    Skills you'll gain: Matlab, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Differential Equations, Simulations, Statistical Modeling, Biochemistry, Biology, Cell Biology, Electrical Systems

    4.7 stars, 223 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (223) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    L’IA pour tous

    Skills you'll gain: AI Product Strategy, AI Enablement, Business Strategy, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Responsible AI, Data Ethics, Artificial Neural Networks, Applied Machine Learning, Data Science, Deep Learning, Machine Learning, Recruitment

    4.7 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (45) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Statistical Reporting, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control

    4.8 stars, 47 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (47) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    MathWorks

    Computer Vision for Engineering and Science

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Model Training, Deep Learning, Matlab, Machine Learning Methods, Data Preprocessing, Machine Learning, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Transfer Learning, Anomaly Detection, Geospatial Information and Technology, Traffic Flow Optimization, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

    4.6 stars, 99 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (99) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Large Language Modeling, Data Processing, Data Management, Python Programming, Machine Learning

    4.4 stars, 51 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (51) · Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular statistical inference courses

  • NLP: Twitter Sentiment Analysis: Coursera
  • 頑想學概率:機率二 (Probability (2)): National Taiwan University
  • Machine Learning with TensorFlow on Google Cloud en Español: Google Cloud
  • Design Thinking and Predictive Analytics for Data Products: University of California San Diego
  • Principal Component Analysis with NumPy: Coursera
  • Prediction Models with Sports Data: University of Michigan
  • Evaluation of Digital Health Interventions: Imperial College London
  • Dynamical Modeling Methods for Systems Biology: Icahn School of Medicine at Mount Sinai
  • L’IA pour tous: DeepLearning.AI
  • Data Science with R: Duke University

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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