Course included such topics, as Data Preprocessing, Exploratory Data Analysis (EDA), Statistical Data Analysis (SDA), Data Collection and Storage (PostgreSQL), Business Analytics, Making Business Decisions Based on Data (Hypotheses testing), How to Tell a Story Using Data (Presentation and Data Visualization - Maplotlib, Seaborn, Plotly), Automa…

Jupyter Notebook Praktikum Projects. This is repository with data analyst educational projects from Yandex.Praktikum.

This project implements in Python some common statistical analysis methods used in data analysis, including Entropy, Mutual Information, Kolmogorov–Smirnov test, Kullback-Leibler divergence (KLD), AB tests (Mann-Whitney U and t-tests)

This repository showcases diverse data science and machine learning projects.

Assignments and projects for statistical data analysis course

Practicum by Yandex Project 3: This Statistical Data Analysis project is prepared to analyze clients' behavior and determine which prepaid plan brings in more revenue.

Clustering and segmentation of heteregeneous functional data (sequential data) by mixture of gaussian Hidden Markov Models (MixFHMMs) and the EM algorithm

Necessary files for data wrangling, analysis, and web application on COVID-19 outbreak in India are uploaded here.

🧑‍🎓 student success analysis – statisitical data analyisis project

Exploratory statistical data analysis of subjective ratings of speakers' social characteristics. R Markdown files.

Sprint 13 learning predictions and analyzing patterns

This project is made for analysing the relation between "blood pressure" and "working hours per week" datasets by making manipulation, visualization and statistical tests (anova, t-test)

Data Paradox is a team of data science and associated research enthusiasts.

Megaline is a telecom operator and it offers its clients two prepaid plans, Surf and Ultimate. The commercial department wants to know which of the plans brings in more revenue in order to adjust the advertising budget.

Study of world population growth

2810ICT 2023 Assignment: Thomas Chapman s5251549, Ben White s2850345, Liam Preston s5301986

Sprint 6 learning Statistical Data Analysis

BSc Economics Dissertation Project