Course Features

Price

Original price was: £499.00.Current price is: £19.99.

Study Method

Online | Self-paced

Course Format

Reading Material - PDF, article

Duration

9 hours, 15 minutes

Qualification

No formal qualification

Certificate

At completion

Overview

Course overview
Who is this course?
Requirments
Career Path

Who is this Course for?

Course overview
Who is this course?
Requirments
Career Path

Requirements

Course overview
Who is this course?
Requirments
Career Path

Career Path

Course overview
Who is this course?
Requirments
Career Path

    • Introduction to Statistics and Its Applications 00:10:00
    • Types of Data: Qualitative vs. Quantitative 00:10:00
    • Data Collection Methods and Sampling Techniques 00:10:00
    • Descriptive vs. Inferential Statistics 00:10:00
    • Understanding Scales of Measurement 00:10:00
    • Measures of Central Tendency (Mean, Median, Mode) 00:10:00
    • Measures of Dispersion (Variance, Standard Deviation, Range) 00:10:00
    • Skewness and Kurtosis in Data Distribution 00:10:00
    • Graphical Representation of Data 00:10:00
    • Data Summarization and Interpretation 00:10:00
    • Basic Concepts of Probability 00:10:00
    • Discrete Probability Distributions (Binomial, Poisson) 00:10:00
    • Continuous Probability Distributions (Normal, Exponential, Uniform) 00:10:00
    • The Central Limit Theorem and Its Importance 00:10:00
    • Applications of Probability in Real-World Scenarios 00:10:00
    • Concepts of Estimation: Point and Interval Estimates 00:10:00
    • Confidence Intervals and Their Interpretation 00:10:00
    • Hypothesis Testing (Null vs. Alternative Hypothesis) 00:10:00
    • t-Tests, ANOVA, and Chi-Square Tests 00:10:00
    • Type I and Type II Errors in Hypothesis Testing 00:10:00
    • Introduction to Correlation (Pearson and Spearman) 00:10:00
    • Simple Linear Regression: Model Development and Interpretation 00:10:00
    • Multiple Regression Analysis and Assumptions 00:10:00
    • Non-Linear Regression and Logistic Regression 00:10:00
    • Evaluating Model Fit: R-Squared, Adjusted R-Squared, and Residual 00:10:00
    • Factor Analysis and Principal Component Analysis (PCA) 00:10:00
    • Time Series Analysis: Trends, Seasonality, and Forecasting 00:10:00
    • Bayesian Statistics and Decision Theory 00:10:00
    • Multivariate Analysis: MANOVA, Cluster Analysis 00:10:00
    • Non-Parametric Statistical Methods 00:10:00
    • Introduction to Big Data and Its Role in Statistics 00:10:00
    • Machine Learning Algorithms: Supervised vs. Unsupervised Learning 00:10:00
    • Predictive Modelling and Statistical Learning Techniques 00:10:00
    • Data Mining and Statistical Software (R, Python, SPSS, SAS) 00:10:00
    • Ethical Considerations in Data Analytics 00:10:00
    • Business and Finance: Risk Analysis, Market Research 00:10:00
    • Healthcare and Medicine: Biostatistics, Clinical Trials 00:10:00
    • Social Sciences and Psychology: Behavioral Data Analysis 00:10:00
    • Engineering and Technology: Quality Control, Reliability Analysis 00:10:00
    • Sports Analytics and Performance Metrics 00:10:00
    • Designing a Research Study and Data Collection Strategies 00:10:00
    • Statistical Reporting and Interpretation of Results 00:10:00
    • Writing Research Papers and Presenting Data Effectively 00:10:00
    • Avoiding Common Statistical Mistakes and Misinterpretations 00:10:00
    • Ethical Issues in Research and Data Reporting 00:10:00
    • Selecting a Statistical Research Topic 00:10:00
    • Collecting and Analyzing Data 00:10:00
    • Interpreting Results and Drawing Conclusions 00:10:00
    • Writing a Statistical Report and Presentation Skills 00:10:00
    • Final Project Submission and Peer Review 00:10:00
      • Exam of Statistics Level 7 Advanced Diploma 00:50:00
      • Claim your Certificate 00:05:00

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    Course Features

    Price

    Original price was: £499.00.Current price is: £19.99.

    Study Method

    Online | Self-paced

    Course Format

    Reading Material - PDF, article

    Duration

    9 hours, 15 minutes

    Qualification

    No formal qualification

    Certificate

    At completion

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