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William - Accra, Ghana£12
£12Fundamentals of SPSS for Biologists: A step by step approach to doing more with SPSS
Trusted teacher: 🔰 SPSS is one of the leading statistical tools used by researchers, data scientists, and students worldwide. 🔰 Whether you are exploring trends in biological research, conducting surveys, or analyzing experimental data, SPSS empowers you to transform raw data into actionable insights. 🔰 In this comprehensive course, you will learn the fundamentals of SPSS in a simple, step-by-step manner, tailored for individuals from any background. 🔰 By the end, you will be equipped with the essential skills to analyze, interpret, and present data confidently, making this course an invaluable tool for your research or professional journey. COURSE OUTLINE ✳️ Module 1: Introduction to SPSS ◘ Lesson 1.1: What is SPSS and Why Should Biologists Use It? • Overview of SPSS • Key features and benefits for biological research ◘ Lesson 1.2: Installing and Navigating SPSS • Installation guide • Understanding the SPSS interface • Data entry basics: How to input data manually ◘ Lesson 1.3: Data Types and Variables • Understanding variable types (Nominal, Ordinal, Scale) • Setting up variables in SPSS ✳️ Module 2: Data Management and Organization ◘ Lesson 2.1: Importing and Exporting Data • Importing Excel, CSV, and other formats into SPSS • Exporting data and results from SPSS ◘ Lesson 2.2: Data Cleaning and Preparation • Handling missing values • Sorting and filtering data • Recode and compute variables ◘ Lesson 2.3: Data Transformation for Biological Analysis • Creating new variables based on existing data • Using conditional statements ✳️ Module 3: Descriptive Statistics ◘ Lesson 3.1: Basic Descriptive Statistics • Mean, Median, Mode, Range, and Standard Deviation • Using SPSS to calculate and interpret descriptive statistics ◘ Lesson 3.2: Visualizing Data • Creating histograms, bar charts, and pie charts • Using boxplots and scatterplots for biological data ✳️ Module 4: Hypothesis Testing in SPSS ◘ Lesson 4.1: Introduction to Hypothesis Testing • Understanding p-values, significance, and confidence intervals ◘ Lesson 4.2: T-Tests and ANOVA • Independent and Paired Sample T-Tests • One-way and Two-way ANOVA ◘ Lesson 4.3: Non-Parametric Tests • Mann-Whitney U Test, Kruskal-Wallis Test • When to use non-parametric tests in biology ✳️ Module 5: Correlation and Regression Analysis ◘ Lesson 5.1: Correlation Analysis • Pearson’s and Spearman’s correlation • Interpreting correlation coefficients in biological research ◘ Lesson 5.2: Linear Regression • Simple linear regression • Multiple linear regression: When and how to use it • Assumptions of linear regression ◘ Lesson 5.3: Logistic Regression • Understanding binary outcomes • Conducting and interpreting logistic regression ✳️ Module 6: Advanced Statistical Techniques ◘ Lesson 6.1: Factor Analysis • Overview and applications in biology • Conducting factor analysis in SPSS ◘ Lesson 6.2: Cluster Analysis • Hierarchical and K-means clustering • Applications in biological data sets ◘ Lesson 6.3: Multivariate Analysis of Variance (MANOVA) • When to use MANOVA in biological research • Conducting and interpreting MANOVA ✳️ Module 7: Reporting and Interpreting Results ◘ Lesson 7.1: Generating and Interpreting Output • Understanding SPSS output tables and charts • Reporting statistical findings in biological research ◘ Lesson 7.2: Writing a Statistical Report • Structuring a scientific report with statistical results • Communicating complex data simply and effectively ✳️ Module 8: SPSS for Biological Research Projects ◘ Lesson 8.1: Designing a Research Project Using SPSS • Setting research objectives and data collection strategies • Using SPSS for hypothesis testing and analysis ◘ Lesson 8.2: Case Studies in Biology • Real-world biological examples using SPSS (e.g., population genetics, ecology, microbiology) • Hands-on project using SPSS to analyze biological data ✳️ Final Project ◘ Lesson 9.1: Capstone Project • Students will analyze a biological dataset using the techniques learned in the course • Submission of a final report including data analysis, results, and conclusions
Database · Biology · Numerical analysis
Maya - Geneva, Switzerland£65
£65Mathematics, biology, chemistry and physics for various school programs (maturity, IBDP, IGCSE and French baccalaureate), all levels.
Trusted teacher: I would like to offer my services as a private tutor for mathematics, physics and chemistry for the orientation cycle (secondary I) and for biology in secondary II. I currently teach in a private school in Geneva and prepare students for the federal and cantonal maturity. I also teach various school programs including the international baccalaureate, the IGCSE and the French baccalaureate. I have a PhD in science and a teaching diploma from the University of Geneva. I also have significant experience as a tutor, having had the opportunity to support students of different levels, allowing them to develop a better understanding of fundamental concepts and improve their academic results. My teaching method is based on a personalized approach, adapted to the needs and pace of each student. I try to make scientific subjects accessible and stimulating by using concrete examples and varied exercises. My goal is not only to support students in their academic journey, but also to transmit to them a real passion for science and a working method adapted so that they become autonomous. I am available for private lessons at home or online, depending on the preferences of the students and their parents. I am convinced that my rigor, patience and enthusiasm for teaching will allow me to contribute positively to the academic success of the students I will support. Cordially.
Math · Biology · Chemistry
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Génova - Granada, Spain£13
£13Farmacéutica con Máster en Formación del Profesorado (Física y Química) da clases en Física, Química, Matemáticas, Biología y otras ciencias
Trusted teacher: ¡Hola! La docencia es una de las profesiones más gratificantes y significativas que existen. Lo que más me gusta de ser docente es la oportunidad de impactar positivamente en los estudiantes, ayudándoles a desarrollar no solo conocimientos académicos, sino también habilidades esenciales para la vida. Cada día en el aula es una oportunidad para inspirar, motivar y guiar. Uno de los aspectos que más disfruto de la docencia es la interacción directa con los estudiantes. Ver cómo comprenden un concepto nuevo o cómo desarrollan una nueva habilidad es una experiencia increíblemente satisfactoria. Es en esos momentos cuando siento que realmente estoy marcando una diferencia. Además, me encanta la diversidad de cada día en la enseñanza. Ningún día es igual a otro. Cada grupo de estudiantes es único, cada lección tiene su propio ritmo y dinámica, y siempre hay nuevos desafíos que enfrentar. La docencia nunca se vuelve monótona; siempre hay algo nuevo por aprender y por enseñar. Trato de entender las necesidades y estilos de aprendizaje de cada estudiante, adaptando mis métodos y materiales para asegurar que todos puedan alcanzar su máximo potencial. Creo en el aprendizaje significativo y práctico, lo que significa que mis clases no solo se centran en la teoría, sino también en la aplicación práctica de los conocimientos. Con mi compromiso y experiencia, estoy segura de que puedo ayudar a cualquier estudiante a alcanzar sus objetivos y metas. Si tienes alguna duda o quieres conocerme más, no dudes en preguntarme. Estaré encantada de contestar tus preguntas.
Science · Math · Biology
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Dental nursing, dental hygiene and therapy, human anatomy
Chloe
Chloe is an encouraging and understanding tutor, and made me feel more confident in this subject and providing additional resources will help me in the future to excel in my course
Review by PRIYANKA
IB-DP-MYP Biology, Chemistry and ESS (Environmental Systems and Societies)classes
Maite
Maite is a wonderful tutor. Would certainly recommend her.
Review by MEHREEN

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