Mastering SPSS & DeepSeek: Real-World Data Analysis Projects

Name: Mastering SPSS & DeepSeek: Real-World Data Analysis Projects
Rating: 4.6 (7 reviews)

Master SPSS & DeepSeek: Real-World Data Analysis, Statistical Techniques, Predictive Modeling, and Data Visualization

Created byResearch with Shahed

Last updated 3/2025

English

English [Auto],

What you'll learn

Master SPSS for Data Analysis
Leverage DeepSeek for Enhanced Insights
Apply Real-World Data Analysis Techniques
Create Comprehensive Reports and Visualizations

Course content

5 sections • 22 lectures • 1h 28m total length

Introduction and Course Objectives2:07
Master SPSS for data analysis and leverage DeepSeek to automate workflows and gain real-world insights. Prepare data, apply statistics, build predictive models, and create reports and visualizations for stakeholders.
Links to My Other Courses0:09

Project Overview3:23
SPSS Data Analysis: Data Cleaning, Descriptive Statistics & Assumption Testing8:15
Explore SPSS data analysis with 40 respondents, cleaning data by identifying outliers and testing normality, then computing descriptive statistics and frequencies for gender, age, and expectancy/intention scores.
SPSS Data Analysis: Correlation & Regression Analysis5:19
Explore the relationship between effort expectancy and intention using Pearson correlation and regression in SPSS, revealing a significant positive 0.657 correlation and 43.1% explained variance.
Reporting the Results4:56
Getting Started with Data Analysis using DeepSeek5:36

Project Overview3:15
Analyze US birth and fertility data from 1914 to 2018 using SPSS to perform correlation and regression, exploring how year relates to birth rate, fertility rate, and crude birth rate.
SPSS Data Analysis: Data Visualization, Graphs & Descriptive Statistics4:29
Import Excel data into SPSS and generate descriptive statistics with histograms and box plots. Create scatter plots to explore correlations and regression lines between year, birth numbers, and fertility rates.
SPSS Data Analysis: Correlation & Regression Analysis3:41
Learn to perform SPSS correlation and linear regression analyses with Pearson, and interpret outputs like R, R-squared, ANOVA, and p-values for year effects on birth number, fertility rate.
Reporting the Results6:54
Data Analysis using DeepSeek and its Limitations3:51
Explore data analysis with DeepSeek, upload datasets, obtain overviews, and run correlation analyses, while recognizing its limitations compared to SPSS and its role in simplification.

Project Overview2:30
Explore SPSS data analysis by coding responses and creating composite scores for five independent variables related to green cosmetics. Apply correlation and one-way ANOVA to purchase intention.
SPSS Data Analysis: Descriptive Statistics, Composite Scores & Reliability Test4:34
Explore SPSS data analysis: compute composite scores from four items, run descriptive statistics for variables including purchase intention, and assess reliability with Kronbeck alpha.
SPSS Data Analysis: Correlation & ANOVA3:16
Perform SPSS correlation analysis between purchase intention and independent variables, then run a one-way ANOVA for yes versus no purchase intention groups, noting results are non-significant and suggesting Likert-scale measures.
Reporting the Results2:55
Report SPSS findings with demographic frequencies, descriptive statistics, reliability notes, correlations, and ANOVA results, and address limitations when Cronbach's alpha falls below 0.7.
SPSS Data Analysis Syntax using DeepSeek4:13

Project Overview2:32
Compare video and static image product presentations to assess their effects on purchase intention and perceived product value using the SOR theory; apply t-tests and Pearson correlations to analyze data.
SPSS Data Analysis: Descriptive Statistics, Split Data, Outlier & Normality Test7:06
SPSS Data Analysis: Correlation & Independent Sample T-Test3:42
Demonstrates SPSS correlation analysis and independent-samples t-tests to show how engagement, pleasure, and arousal relate to purchase intention and differ by video versus static image formats.
Reporting the Results4:09
Report the results of the analysis, detailing data preparation, outlier tests with z-scores, normality and homoscedasticity checks, and the impact of presentation format on pleasure, arousal, engagement, and purchase intention.
Data Interpretation using DeepSeek2:07
Use DeepSeek to interpret data from SPSS and generate an APS-TEL report, including demographic and visual perception data for 62 participants, with manual edits for credibility.

Requirements

Basic Understanding of Statistics: Familiarity with basic statistical concepts (mean, median, standard deviation, etc.) is helpful but not mandatory.
No Prior SPSS or DeepSeek Experience Required: This course is designed to be accessible to beginners, with step-by-step guidance provided throughout.
Tools/Equipment: A computer with SPSS installed (trial version is acceptable) and an internet connection to access DeepSeek.

Description

Mastering SPSS & DeepSeek: Real-World Data Analysis Projects is designed for students, researchers, business analysts, and freelancers who want to master statistical analysis, predictive modeling, and AI-assisted data insights. This course will help you to unlock the power of data analysis with SPSS and DeepSeek! Designed for beginners and professionals alike, this course will also take you through real-world data analysis projects drawn from my 6 years of freelancing experience. You'll learn how to clean, analyze, and visualize data using SPSS, while leveraging DeepSeek to automate processes and uncover deeper insights.

What You'll Learn from this Course:

Data Preparation & Cleaning: Master techniques to handle missing data, outliers, and transform datasets for analysis.
Statistical Analysis: Perform hypothesis testing, correlation, regression, and advanced techniques like factor analysis.
Predictive Modeling: Build predictive models for sales forecasting and survey data analysis.
Reporting & Visualization: Create professional reports and visualizations to communicate insights effectively.

Whether you're an aspiring data analyst, a business professional, or a researcher, this course equips you with the skills to tackle real-world data challenges. By the end, you'll be confident in using SPSS and DeepSeek to deliver actionable insights and make data-driven decisions. Enroll now and take your data analysis skills to the next level!

Who this course is for:

Students & Researchers looking to analyze data for academic projects.
Business & Marketing Analysts who want to leverage SPSS for decision-making.
Freelancers & Consultants aiming to offer data analysis services.
Data Enthusiasts & Beginners who want to break into data analysis with SPSS.

Mastering SPSS & DeepSeek: Real-World Data Analysis Projects

What you'll learn

Explore related topics

Course content

Introduction2 lectures • 2min

Project 1: Back Pain Continuation Study Dataset5 lectures • 27min

Project 2: US Birth and Fertility Trends Dataset5 lectures • 22min

Project 3: Green Cosmetics Consumer Preferences Survey5 lectures • 17min

Project 4: Product Presentation (Video vs Image) Experimental Data5 lectures • 20min

Requirements

Description

Who this course is for: