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Fundamentals of SPSS for Biologists: A step by step approach to doing more with SPSS
🔰 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
🔰 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
Extra information
Bring your laptop alongLocation
At student's location: Around Medina Estates, Ghana
At student's location: Around Medina Estates, Ghana
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General info
Age: | Children (7-12 years old) Teenagers (13-17 years old) Adults (18-64 years old) Seniors (65+ years old) |
---|---|
Student level: | Beginner Intermediate |
Duration: | 60 minutes |
The class is taught in: | English |
About Me
⭐ I am a passionate and results-driven tutor and scientist with over three years ofexperience. My domains are data science/analytics, bioinformatics, genomics and
microbiology.
⭐ Creating significant change through practical knowledge is a top priority. I teach using
foolproof ways I have devised over the years which transmit knowledge with easy
understanding and simplicity.
Education
⭐ University of GhanaMPhil Medical Microbiology
(2022-2023)
⭐ Kwame Nkrumah University of Science and Technology
BSc Biological Sciences
(2016-2020)
First Class Honors
Experience / Qualifications
WORK⭐ Noguchi Memorial Institute for Medical Research (April 2021 to date)
Research Scientist (Bioinformatician)
✅ Draft manuscripts based on data generated on the project, quantify
DNA, perform library preparations and process DNA for sequencing and perform
bioinformatic analysis of sequencing data using command line and web-based tools, perform statistical analysis
⭐ West African Genetic Medicine Center (September 2020 to August 2021)
Research Assistant
✅ Data management, biorepository, DNA extraction and quality check, and Hb analysis
using Capillarys 2 Serbia Piercing.
⭐ Science Tutor (August 2020 to date)
✅ Simplify concepts for students from the basic to the tertiary level of education.
⭐ Noguchi Memorial Institute for Medical Research (June 2019 to July 2019)
Summer Intern
✅ Electrophoresis, Polymerase Chain Reaction, Antimicrobial Sensitivity Test, bacterial
culturing, biosafety, report writing, participation in journal meetings, and making
presentations.
⭐ A-Zone Network (Non-Governmental Organization) (2018 to date)
Mentor
✅ Providing academic and career advice to students.
⭐ Medi-trust Laboratory and Diagnostic Services (July 2017 to September 2017)
Summer Intern
✅ The front desk clerk, WIDAL test, Rapid Diagnostic Testing, blood film, electrophoresis,
and report writing.
SKILLS
✅ Data Science: Python, R, SPSS, SQL, Redcap, Tableau, PowerBI, GraphPad, Excel etc.
✅ Machine learning
✅ Bioinformatics analysis
✅ Microsoft Office
✅ Scientific writing
✅ Mentorship
🔰 This course provides a comprehensive introduction to bacterial bioinformatics, combining both theoretical knowledge and practical skills to analyze microbial genomes.
🔰 Designed for beginners and intermediate learners, it explores the tools and techniques used to study the genetics, evolution, and function of bacteria. Students will gain hands-on experience in using bioinformatics tools for sequence analysis, genome annotation, phylogenetics, and comparative genomics, with an emphasis on real-world applications in research and healthcare.
🔰 By the end of the course, students will be equipped to tackle bioinformatics challenges in bacterial studies and contribute to advancements in microbiology and infectious disease research.
SYLLABUS:
✳️ Module 1: Introduction to Bacterial Bioinformatics
♦️ Overview of bioinformatics and its importance in microbial research
♦️ Basic concepts in molecular biology relevant to bacterial bioinformatics
♦️ Introduction to bacterial genome structure and diversity
♦️ Key databases and resources for bacterial genome information
✳️ Module 2: Introduction to Genomics and Sequence Analysis
♦️ Understanding DNA sequencing technologies (e.g., Illumina, Nanopore, PacBio)
♦️ Introduction to raw sequencing data: FASTQ format and quality control
♦️ Basic sequence alignment techniques (BLAST, Bowtie, etc.)
♦️ Handling genomic data using bioinformatics tools (Galaxy, Biopython, etc.)
✳️ Module 3: Genome Assembly and Annotation
♦️ Overview of genome assembly methods (de novo vs. reference-based)
♦️ Tools for genome assembly (SPAdes, shovill, etc.)
♦️ Genome annotation pipelines (Prokka, RAST)
♦️ Identifying functional genes, operons, and metabolic pathways
✳️ Module 4: Phylogenetics and Comparative Genomics
♦️ Introduction to phylogenetic analysis: tree building methods (e.g., neighbor-joining, maximum likelihood)
♦️ Comparative genomics: identifying conserved and variable regions
♦️ Using multiple genome alignments for strain comparison
♦️ Tools for phylogenetic analysis (MEGA, FastTree, RaxML etc.)
✳️ Module 5: Functional Genomics and Metagenomics
♦️ Analyzing gene expression and functional genomics tools
♦️ Introduction to metagenomics: studying microbial communities through sequencing
♦️ Tools for analyzing metagenomic data (QIIME, MetaPhlAn)
✳️ Module 6: Antibiotic Resistance and Bacterial Pathogenesis
♦️ Bioinformatics tools for studying antimicrobial resistance (AMR)
♦️ Identifying AMR genes in bacterial genomes
♦️ Exploring pathogenicity factors and virulence genes
♦️ Understanding the role of bioinformatics in fighting infectious diseases
✳️ Module 7: Hands-On Project
♦️ Practical exercises in bacterial genome analysis
♦️ Complete a case study: annotation, alignment, and phylogenetic analysis of a bacterial genome
♦️ Explore a real-world application of bacterial bioinformatics in research
✳️ Module 8: Future Trends and Resources
♦️ The role of artificial intelligence in bioinformatics
♦️ Emerging technologies in sequencing and bioinformatics tools
♦️ Key databases and resources for continued learning (e.g., NCBI, EMBL, KEGG)
Are you eager to master the foundational principles of research methodology and unlock the tools for solving complex research challenges? This dynamic and practical course is your gateway to becoming a confident and skilled researcher.
Packed with engaging lessons, real-world applications, and hands-on activities, you will acquire essential skills to design, execute, and publish impactful research. Whether you are a beginner or looking to enhance your expertise, this course will empower you to confidently tackle research projects and turn your findings into publications that make a difference.
Join me and take your research capabilities to the next level!
SYLLABUS
Module 1: Foundations of Biological Research
🔵 Lesson 1.1: Understanding the Research Process in Biology
◘ Definition and scope of biological research
◘ Types of biological research (basic, applied, translational)
🔵 Lesson 1.2: Identifying Research Questions in Biology
◘ Characteristics of impactful biological research questions
◘ Refining questions for molecular biology, ecology, genomics, etc.
🔵 Lesson 1.3: Conducting a Literature Review in Biology
◘ Identifying relevant biological journals and databases (e.g., PubMed, Web of Science)
◘ Critical analysis of biological papers
Module 2: Designing Your Biological Research
🔵 Lesson 2.1: Research Design for Biologists
◘ Experimental vs. observational studies in biology
◘ Designing robust controls and replicates
🔵 Lesson 2.2: Hypothesis Formulation in Biology
◘ Writing testable biological hypotheses
◘ Defining null and alternative hypotheses
🔵 Lesson 2.3: Sampling in Biological Studies
◘ Strategies for collecting biological samples (field and lab-based)
◘ Addressing sample size in population studies and molecular analyses
Module 3: Biological Data Collection Techniques
🔵 Lesson 3.1: Experimental Techniques in Biology
◘ Common lab methods (e.g., PCR, Western blotting, microscopy)
◘ Good lab practices (GLP) for reproducibility
🔵 Lesson 3.2: Fieldwork for Biologists
◘ Designing ecological surveys and biodiversity studies
◘ Tools for field sampling (e.g., GPS, quadrats, transects)
🔵 Lesson 3.3: Handling Biological Specimens
◘ Sample preservation techniques for DNA, RNA, and proteins
◘ Best practices for labeling and storage
Module 4: Biological Data Analysis and Interpretation
🔵 Lesson 4.1: Introduction to Statistical Analysis for Biologists
◘ Biostatistics fundamentals (e.g., t-tests, ANOVA, regression)
◘ Using R, Python, or SPSS for biological data
🔵 Lesson 4.2: Analyzing Genomic and Proteomic Data
◘ Tools like BLAST, MEGA, and Galaxy for sequence analysis
◘ Basics of bioinformatics workflows
🔵 Lesson 4.3: Interpreting Biological Results
◘ Connecting results to biological hypotheses
◘ Identifying and discussing limitations in biological research
Module 5: Writing and Publishing in Biological Sciences
🔵 Lesson 5.1: Structuring a Biological Research Paper
◘ IMRAD format tailored for biological journals
◘ Writing clear and concise methods and results
🔵 Lesson 5.2: Referencing for Biologists
◘ Citation styles in biological sciences (e.g., Vancouver, APA)
◘ Using referencing tools specific to biology (e.g., EndNote, Zotero)
🔵 Lesson 5.3: Publishing in Biological Journals
◘ Identifying target journals (e.g., Nature, Cell, Microbial Genomics)
◘ Addressing reviewer comments
Module 6: Ethics and Best Practices in Biological Research
🔵 Lesson 6.1: Ethical Considerations in Biology
◘ Handling live organisms and human samples
◘ Regulatory approvals (e.g., IACUC, IRB)
🔵 Lesson 6.2: Managing Biological Data
◘ FAIR principles (Findable, Accessible, Interoperable, Reusable) for biological data
◘ Data repositories for biology (e.g., NCBI, Dryad)
🔵 Lesson 6.3: Collaboration in Biology
◘ Building interdisciplinary teams (ecologists, geneticists, bioinformaticians)
◘ Leveraging platforms like ResearchGate for biologists
Module 7: Practical Toolkit and Case Studies in Biology
🔵 Lesson 7.1: Tools for Efficient Biological Research
◘ Lab-specific tools (e.g., electronic lab notebooks, ELNs like LabArchives)
◘ Visualization tools (e.g., GraphPad Prism, BioRender)
🔵 Lesson 7.2: Case Studies in Biological Research
◘ Genomic studies on antimicrobial resistance pathogens
◘ Population studies in biodiversity hotspots
◘ Analyzing molecular mechanisms in model organisms
🔰 Unlock the secrets of infectious disease spread with Molecular Epidemiology for Beginners!
🔰 This course simplifies complex genetic concepts, making it easy to explore how microbes evolve and spread within populations.
🔰 You will dive into the molecular tools and techniques scientists use to track pathogens, uncover the drivers of outbreaks, and combat infectious diseases. Whether you are a student, researcher, or curious learner, I will guide you with clear explanations, practical insights, and real-world examples.
Join now and take your first step into the fascinating world of molecular epidemiology!
COURSE CURRICULUM
🟢 Module 1: Introduction to Molecular Epidemiology
◘ Lesson 1.1: What is Molecular Epidemiology?
◘ Lesson 1.2: Importance of Molecular Epidemiology in Public Health
◘ Lesson 1.3: Basics of Microbial Genetics and Evolution
◘ Lesson 1.4: Key Terms and Concepts (e.g., genetic markers, genotypes, SNPs)
🟢 Module 2: Tools and Techniques in Molecular Epidemiology
◘ Lesson 2.1: Molecular Techniques Overview (PCR, sequencing, etc.)
◘ Lesson 2.2: Whole Genome Sequencing (WGS) Basics
◘ Lesson 2.3: Genetic Typing and Fingerprinting (e.g., MLST, PFGE)
◘ Lesson 2.4: Bioinformatics Tools for Data Analysis
🟢 Module 3: Microbial Diversity and Evolutionary Dynamics
◘ Lesson 3.1: Microbial Population Genetics
◘ Lesson 3.2: Horizontal Gene Transfer and its Implications
◘ Lesson 3.3: Pathogen Evolution and Antimicrobial Resistance (AMR)
◘ Lesson 3.4: Case Studies in Microbial Evolution
🟢 Module 4: Applications of Molecular Epidemiology
◘ Lesson 4.1: Investigating Outbreaks Using Molecular Tools
◘ Lesson 4.2: Tracking Pathogen Transmission Pathways
◘ Lesson 4.3: AMR Surveillance and Molecular Epidemiology
◘ Lesson 4.4: Impact of Molecular Epidemiology on Vaccine Development
🟢 Module 5: Data Interpretation and Communication
◘ Lesson 5.1: Interpreting Molecular Data in Epidemiological Context
◘ Lesson 5.2: Statistical Approaches in Molecular Epidemiology
◘ Lesson 5.3: Visualizing Genetic Data (phylogenetic trees, heatmaps)
◘ Lesson 5.4: Communicating Findings to Diverse Audiences
🟢 Module 6: Ethical and Practical Considerations
◘ Lesson 6.1: Ethical Issues in Genomic Data Collection and Sharing
◘ Lesson 6.2: Quality Control in Molecular Studies
◘ Lesson 6.3: Ensuring Reproducibility and Transparency
◘ Lesson 6.4: Future Trends in Molecular Epidemiology
🟢 Module 7: Capstone Project
◘ Lesson 7.1: Designing a Molecular Epidemiology Study
◘ Lesson 7.2: Analyzing a Real-World Dataset
◘ Lesson 7.3: Preparing a Scientific Report
◘ Lesson 7.4: Peer Review and Feedback
🔰 Dive Into the Fascinating World of Microbiology – Made Fun and Accessible for Beginners!
🔰 Have you ever wondered what lies beyond what the naked eye can see? Microbiology unveils the hidden world of microorganisms—tiny yet powerful entities that shape our environment, health, and daily lives.
🔰 In this course, we will embark on an exciting journey to uncover this microscopic universe. Through engaging lessons and interactive activities, I’ve designed a unique approach to make this adventure both fun and easy to follow. You’ll explore the unseen wonders of bacteria, viruses, fungi, and more, with hands-on insights that ignite curiosity and leave you wanting more.
🔰 This course is perfect for beginners eager to understand the basics of microbiology or those seeking a fresh, fun introduction to the science of the unseen. Whether you are starting your scientific journey or simply indulging your curiosity, this class will give you the knowledge and experience you’ve been craving.
Let us unlock the mysteries of the microbial world together—where learning is as fascinating as the creatures we will discover!
SYLLABUS
Module 1: Introduction to Microbiology
✳️ Lesson 1.1: What is Microbiology?
◘ Definition and scope
◘ Why microbiology matters in everyday life
✳️ Lesson 1.2: Historical Perspectives
◘ Pioneers in microbiology: Antonie van Leeuwenhoek, Louis Pasteur, and Robert Koch
◘ Key discoveries that shaped the field
✳️ Lesson 1.3: Tools of the Trade
◘ Microscopes: Light vs. electron microscopy
◘ Techniques for observing microorganisms
Module 2: The Microbial World
✳️ Lesson 2.1: Classification of Microorganisms
◘ Bacteria, viruses, fungi, protozoa, and algae
◘ The three domains of life: Bacteria, Archaea, and Eukarya
✳️ Lesson 2.2: Bacteria: The Good, the Bad, and the Ugly
◘ Structure, shapes, and functions
◘ Beneficial vs. harmful bacteria
✳️ Lesson 2.3: Viruses: Not Quite Alive
◘ Basic structure and life cycle
◘ Common viral infections
✳️ Lesson 2.4: Fungi, Protozoa, and Algae
◘ Key features and roles in ecosystems
◘ Applications in food, medicine, and biotechnology
Module 3: Microbial Habitats and Diversity
✳️ Lesson 3.1: Where Microbes Live
◘ Soil, water, air, and extreme environments
✳️ Lesson 3.2: Microbes in the Human Body
◘ The microbiome and its importance
◘ Microbes in health and disease
✳️ Lesson 3.3: Microbes in Ecosystems
◘ Roles in nutrient cycling and energy flow
◘ Symbiotic relationships (e.g., lichens, mycorrhizae)
Module 4: Microbes in Everyday Life
✳️ Lesson 4.1: Microbes in Food
◘ Fermentation: Yogurt, cheese, bread, and beverages
◘ Spoilage and food safety
✳️ Lesson 4.2: Microbes in Medicine
◘ Antibiotics and vaccines
◘ Emerging therapies: Phage therapy and probiotics
✳️ Lesson 4.3: Microbes in Industry and the Environment
◘ Bioremediation and biofuels
◘ Production of enzymes and other bio-products
Module 5: Methods in Microbiology
✳️ Lesson 5.1: Culturing Microbes
◘ Growth media and aseptic techniques
✳️ Lesson 5.2: Identifying Microorganisms
◘ Staining techniques (e.g., Gram staining)
◘ Biochemical and molecular identification methods
✳️ Lesson 5.3: Controlling Microbial Growth
◘ Sterilization, disinfection, and antibiotics
Module 6: Careers and Innovations in Microbiology
✳️ Lesson 6.1: Career Paths in Microbiology
◘ Academia, healthcare, industry, and research
✳️ Lesson 6.2: Innovations and Trends
◘ CRISPR, synthetic biology, and metagenomics
✳️ Lesson 6.3: Fun Microbiology Projects
◘ Home experiments to explore microbial life
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100% Satisfaction Guarantee
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If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.
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My goal is to help students to:
Improve their level
Deepen their knowledge
Assimilate their courses
fill in their gaps
improve
I am also able to support them in the preparation of their exams and entrance exams to the Grandes Ecoles, as well as providing them with homework help. I am convinced that I have the qualities required to allow my students to progress and perhaps even give them a taste for this subject!"
Dauphine
Biology, English and French courses (all levels)A qualified doctor with a passion for teaching science, particularly biology, I offer courses adapted to your level. Thanks to my academic experience, I help you better understand and master this subject.
Perfectly bilingual in French and English, I also offer support courses in these languages, whether to acquire the basics or to deepen your knowledge (conversation, grammar, vocabulary, etc.).
Patient and attentive, I adapt to your needs to effectively support you in your learning. Do not hesitate to contact me for more information!
Bert
Programming Teacher ( Java, PHP, Javascript, Python, SQL)English: Do you want to learn programming or take your skills to the next level? I am an experienced software developer and tutor with in-depth knowledge of languages such as Java, JavaScript, Python, HTML, SQL, and more. Whether you are an absolute beginner, a child just starting out, or already have experience, I’m here to assist you with clear explanations, hands-on exercises, and personalized guidance.
My approach is flexible and tailored to your learning style. Whether you want to build a solid foundation, need help with a specific project, or want to better understand complex concepts – together, we’ll make programming fun and accessible!
Contact me, and let’s get started. 🚀
Thai: คุณต้องการเรียนรู้การเขียนโปรแกรมหรือยกระดับทักษะของคุณไปอีกขั้นไหม? ฉันเป็นนักพัฒนาซอฟต์แวร์และครูผู้สอนที่มีประสบการณ์และความรู้ลึกซึ้งในภาษาเช่น Java, JavaScript, Python, HTML, SQL และอื่นๆ ไม่ว่าคุณจะเป็นมือใหม่ที่เริ่มต้นเลย หรือเด็กที่เพิ่งเริ่มเรียน หรือมีประสบการณ์แล้ว ฉันยินดีช่วยเหลือคุณด้วยคําอธิบายที่ชัดเจน การฝึกฝนเชิงปฏิบัติ และคําแนะนําที่ปรับให้เหมาะสมกับคุณ
แนวทางของฉันมีความยืดหยุ่นและปรับให้เหมาะกับสไตล์การเรียนรู้ของคุณ ไม่ว่าคุณต้องการสร้างพื้นฐานที่มั่นคง ต้องการความช่วยเหลือในโครงการเฉพาะ หรืออยากเข้าใจแนวคิดที่ซับซ้อนมากขึ้น – เราจะทําให้การเขียนโปรแกรมเป็นเรื่องสนุกและเข้าถึงได้!
ติดต่อฉันและเริ่มต้นกันเถอะ 🚀
al Hassan
Mathematics Support Course: Reinforcement of the Basics, In-depth Study, Complete Preparation for Oral Exams and CompetitionsMathematics Support Course: Strengthen Your Foundations, Master Essential Concepts and Prepare for Academic Excellence
This program is specially designed to support you in your progress in mathematics, whether to strengthen your basic skills, deepen key concepts or excel in your university studies. It is also aimed at students preparing for the Bac Sciences Mathématiques competitions, preparatory classes (CPGE), as well as Bac+2 and Bac+3 levels.
With an effective methodology and adapted teaching tools, this course aims to guarantee your success in this demanding and strategic discipline. Join us to maximize your performance and achieve your academic goals!
My main objective is to support students in their progress in mathematics, allowing them to strengthen their skills, deepen their knowledge, master their courses, fill their gaps and aim for excellence. I am also able to guide them effectively in preparing for their exams and entrance exams to the grandes écoles, while providing them with appropriate support for their homework, in order to guarantee their success.
As a passionate teacher, I am convinced of my ability to help each student, whatever their level, to overcome their difficulties and excel in this demanding discipline. Through interactive, stimulating and adapted teaching methods, I aim to motivate my students, to give them lasting tools to succeed not only in mathematics, but also in their overall educational journey. I am convinced that my dynamic and engaging teaching approach will allow my students to achieve their goals in mathematics while developing self-confidence that will accompany them throughout their lives, both academically and personally.
This course is designed to transform your understanding of mathematics into a true academic strength. Whether you are looking to strengthen your foundation, delve deeper into advanced concepts, or prepare to excel in your academic studies, this program is for you.
Why choose this course?
A complete and structured program: from essential basics to advanced concepts, each step is designed to give you a solid mastery of mathematics.
Personalized approach: explanations adapted to your level and your pace to maximize your progress.
Solving complex problems: varied exercises, detailed answers, and targeted training to develop your analytical skills.
Preparation for academic challenges: anticipation of the expectations of university programs and preparation for the most demanding exams.
What you will learn:
1. Strengthening the fundamentals:
Review of essential concepts (algebra, analysis, geometry) to fill in the gaps.
In-depth review of algebra: equations, linear systems, polynomials.
Analysis of functions: limits, continuity, derivatives, integrals.
Introduction to vector and analytical geometry.
Concepts of mathematical logic and rigorous reasoning.
2. Deepening of key concepts:
Exploration of advanced concepts needed for university courses.
3. Practical skills:
Development of an ability to solve complex problems and apply mathematics in real-world contexts.
Study of numerical series and sequences.
In-depth analysis of vector spaces, matrices and determinants.
Solving first and second order differential equations.
Fundamental theorems (Intermediate value theorem, bounds theorem, etc.).
Advanced concepts in integral and differential calculus.
4. Preparation for exams:
Methodological advice, typical exercises and targeted revisions to maximize your results.
Quick solution methods for exams.
Study of typical problems and frequently asked questions in university courses.
Practical approach: intensive training on exercises and corrected exams.
Strategies for success in advanced courses such as functional analysis, linear algebra, and PDEs
5. Development of Advanced Skills:
Introduction to mathematical modeling and its usefulness in science and engineering.
Using mathematical software (Python, MATLAB, etc.) to solve complex problems.
Applications of mathematics in various fields: physics, economics, statistics.
Who is this course for?
College students: Those who want to fill gaps or go beyond the requirements of their courses.
Students in preparatory classes: For those who wish to prepare for the entrance exams for the grandes écoles.
Math enthusiasts: Those who seek to enrich their understanding of mathematics and take on intellectual challenges.
Professionals in retraining: For those who wish to master mathematics with a view to pursuing higher education or improving their skills.
Benefit from transformative learning:
Join this program and develop real mathematical expertise that will open the doors to academic and professional excellence. Let yourself be guided by innovative teaching and effective methods to achieve your goals.
Expected results :
By the end of this course, you will be able to:
Solve complex mathematical problems methodically and confidently.
Understand and apply advanced concepts in university mathematics.
Achieve better results in your exams and successfully meet academic challenges.
Develop analytical and logical thinking, which is essential in all areas.
Register now and start your journey to math mastery!
Mohamed
12 years teaching Mathematics in public high school. I offer math support classesAs a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college.
My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject.
With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way.
By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge.
In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.
Robert
Physics / Chemistry / Bio, at your place, at my place or remotely!As a Franco-Belgian teacher, I offer private lessons in physics, chemistry and biology for secondary and higher levels. I specialize in secondary level up to 5th year Belgian.
I travel, if necessary, to your home in the Brussels region as well as in Walloon and Flemish Brabant, with a minimum course duration of 2 hours. With extensive experience, I offer numerous exercises to consolidate knowledge. Distance learning is also possible via platforms such as Skype, Facebook, etc. For students in France, lessons are done exclusively remotely.
Do not hesitate to contact me to organize your lessons according to your needs and availability. I am here to help you strengthen your skills in these subjects in an effective and personalized way. Courses tailored to your needs will allow you to progress quickly.
Hagar
Chemistry and biology in all their branches for school and university students5 years of experience in teaching chemistry and biology to school and university students. She holds a Bachelor of Pharmacy in Pharmaceutical Sciences in addition to a Master’s degree in Analytical Chemistry with honors.
The student will learn to understand chemical equations, compounds, and reactions, and enjoy studying and applying the lessons with ease and simplicity through a simplified explanation and simple-to-understand means of clarification.
Oussama
Mastering Relational Database Management: Personalized Courses with SQL, DBSM, MySQL, and PostgreSQLI offer personalized courses that cover a wide range of topics, from the basics of relational database management to advanced data manipulation using query languages such as SQL and tools such as DBSM, MySQL, and PostgreSQL. My courses are tailored to the needs and learning styles of each student, and I am committed to helping my students achieve their individual learning goals.
Whether you are a beginner or looking to improve your skills, I can help you develop your relational database management skills and take your expertise in this field to the next level. I am excited to guide you through the world of relational database management and help you master the skills necessary to succeed in this field. Please do not hesitate to contact me for more information about my services and how I can help you achieve your relational database management goals.
Medo
More than 13 years of teaching mathematics in high school. I offer support courses in mathematicsAs a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college.
My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject.
With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way.
By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge.
In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.
Leila Shamira
Statistics, Mathematics (IB program, IGCSE, American program, University subjects, Exam and Test preparations)Dear students and parents,
I am an enthusiastic and hard-working multilingual (English, Russian, Turkish, Azerbaijani) Math and Statistics educator and Data Analyst with 12 years of teaching and 16 years of research experience in an international environment.
First, as a Math Teacher, my main aim is to encourage students to analyze the problem carefully and find different solutions for one question. This method helps students to choose the easiest way of solution for her/him during the exam and finish it in time. I teach students both ways how to solve questions without a calculator with math tricks, and how to use a calculator more effectively. As you know in the exam there might be non-calculator and calculator papers. Moreover, this ability helps students not only to understand the math subject deeply but also will be very helpful during their adult life.
As a Math High-Level teacher in IBDP (International Baccalaureate Diploma Program) the part of my teaching also consisted of supervising students’ research projects. Previous research experience in the frame of UNDP (UN Development Program) by that time was very valuable. Being an IB Math Examiner helped me to see the clear picture of students' mistakes done during the solutions. So I teach students how to show their solutions to get more marks on the exam.
Working with British School during this hard time of COVID taught me to be prepared for any challenges, to make decisions in a very short time, to be ready for any daily but very important changes. Teaching online became more interesting by using such helpful math tools as Desmos, Geogebra, TI 84 Calculator Online, etc.
Having teaching experience (Math and Statistics) in one of the top universities of the US (UW-Madison) helped me clearly to see the path of a student from the school bench to the university auditorium. Only by working in both school and university, you can understand what is better to learn for a student to be helpful in the future university years.
Years of hands-on work experience and a keen interest in Math teaching as a profession, excellent Math and Statistical skills, a deep understanding of IB Global mission, and being curious to learn the new curriculum (IGCSE, A-Level) have prepared me well for the challenges and opportunities of the Math Teacher position. Therefore, I believe all these experiences will help me smoothly rise the level of my students.
Sincerely,
Leila
Dr. Hisham
Biology IB International Baccalaureate Hl (updated 2023)Introducing IB HL Biology Course with Expert IA Report Assistance
Are you looking for a comprehensive and engaging IB HL Biology course that aligns with the updated 2023 curriculum? Look no further! Dr. Hisham, an experienced Biology Teacher with a hands-on approach, is here to guide you through this exciting academic journey.
Dr. Hisham brings a wealth of knowledge and a successful track record in teaching diverse biological science courses. With over 6,000 teaching hours under his belt, he is well-equipped to deliver interactive and engaging lessons that cater to your learning needs.
One of the highlights of this course is the emphasis on Internal Assessment (IA) report help. Dr. understands the importance of IA reports in the IB HL Biology curriculum, and he will provide expert guidance to help you excel in this crucial component. Whether it's selecting a suitable topic, designing experiments, or analyzing data, Dr. will be there to support you every step of the way.
Moreover, Dr. Hisham's teaching methodology revolves around creating a supportive and inclusive learning environment. He believes in empowering students to achieve their educational goals and fosters student engagement through innovative teaching techniques. By utilizing Learning Management Systems, Dr. ensures that you have access to interactive resources and can make the most of your learning experience.
Dr Hisham's expertise extends beyond the classroom. He has a proven track record in fostering collaboration between prestigious institutions, both domestically and internationally. His experience in international training and technology transfer program collaboration has facilitated knowledge exchange, innovation, and the establishment of fruitful partnerships across borders. By learning from Dr, you'll gain insights into global advancements in education and research.
With his educational background in clinical Pharmaceutical Sciences and specialized training in industrial fermentation technology, Dr. brings a unique perspective to the field of biological sciences. This combination of education and practical experience allows him to drive successful collaborations and contribute to global advancements.
Embark on this exciting IB HL Biology course with Dr. Hisham and unlock your full potential. Prepare for your exams, develop critical thinking skills, and receive expert guidance on your IA reports. Join us now and take your biology education to the next level!
Enroll today and get ready to excel in IB HL Biology!
Brahim
Introduction to NoSQL DataBase MongoDB by PratiqueDo not deal with the manual with terms of reference statements and basic documents that cannot be obtained in order to avoid the MongoDB problem. Please include the connection to one of the MongoDB données base, comment on simple CRUD operations and sujets clés que l'agrégation, l'indexation, la mode des données et les Transaction.
1- Install MongoDB
2- Implement MongoDB
3- Use of documents and collectibles
4 - Leadership Committee
5- Execute CRUD commands (create, read, update, delete) avec mongo shell
6- Type the register in a MongoDB database
7- Reset the base to remonter specific documents depuis mongo shell.
8- Lagrégation
9- Indexing
10- Amending institutions and transactions
Christoph
Statistics, probability theory and data analysis for all subjectsAre you looking for help with statistics or data analysis?
To prepare for an exam, accomplish a coursework, a bachelor's, master's or doctoral thesis?
I have a PhD title in physics and have been teaching statistics for 10 years. I have already helped more than 150 students succeed.
I make the lecture material more understandable using concrete examples. I correct papers, explain the best methods to solve tasks or put up my own exercices to achieve the necessary level.
I help in interpreting the output of common statistical programs (R/RStudio, Jamovi) or in carrying out entire analyses.
I am an affable character and am completely committed to one goal: the success of the student.
Nina
IB Biology SL tutoring for those in need of extra support with anything biology-related, whether it's to do with anatomy or plants!I completed Biology HL in IB with a 6 overall. I am now studying it at the university level and am ready to help students struggling with IB Biology SL. I am familiar with the syllabus and can help students break down complex topics into simpler concepts that are easy to digest.
We will begin with a lesson in order to get to know each other and see whether our goals align. We will discuss what exactly you need help with and make a weekly tutoring schedule. At the end of every class I expect students to let me know what they need help with next time or tell me 3 days before the next lesson at the latest. This ensures each class makes the most of our time together. At the beginning of the next lesson we will do a few practice questions to revise out previous class and continue with the next desired topic.
I am looking for students who are open to receiving constructive criticism. I promise I will approach all of our lessons with patience, kindness, motivation and support!