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    Lidia
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    Biostatistics and Multivariate Analysis (R, XLstat, XL, Past software)👩‍💼🌠📊📈Decoding Data to Better Understand Science

    Translated by Google. Click to view original.
    This course provides an in-depth introduction to biostatistical methods and multivariate analyses applied to environmental and biodiversity sciences and biology. It aims to equip participants with the tools needed to analyze and interpret complex data from ecological studies, with an emphasis on the practical application of statistical methods.

    The topics covered include:
    ✅ The basics of biostatistics (descriptive statistics, hypothesis testing, statistical inferences)
    ✅ Multivariate analysis methods (ACP, AFC, RDA, CCA, etc.)
    ✅ The use of specialized software (R, Python, or others) for visualization and interpretation of results
    ✅ The application of statistics to biodiversity studies and community ecology

    Through case studies and practical work, participants will learn how to manipulate real data and extract relevant information for decision-making in environmental sciences. This course is intended for students, researchers and professionals wishing to strengthen their skills in data analysis applied to biological and ecological sciences.

    Location

    Online via webcam

    General info

    Age:
    Teenagers (13-17 years old)
    Adults (18-64 years old)
    Seniors (65+ years old)
    Student level:
    Beginner
    Intermediate
    Advanced
    Duration:
    60 minutes
    90 minutes
    120 minutes
    The class is taught in:French, Arabic, English

    About Me

    Translated by Google. Click to view original.
    Passionate about the environment and biodiversity. I have a PhD in environmental sciences and am an expert in the study of planktonic populations (phytoplankton and zooplankton), especially taxonomy and morphological and molecular species identification. Through my research and international experiences in France and Spain, I have developed advanced expertise in data analysis and plankton taxonomy, water quality, ecotoxicology, the functioning of aquatic ecosystems, biostatistics, bioinformatics, ecology, environment and sustainable development.

    In parallel with my scientific work, I have a great interest in teaching and sharing knowledge. Having acquired a solid command of French, Arabic and English, I wish to support learners in their linguistic journey through an interactive and immersive approach. My goal is to make language learning accessible, stimulating and adapted to the needs of each individual.
    I worked for 4 years as a part-time teacher at the university, in the faculty of medicine and biology. I also have more than 3 years of experience in teaching support courses in foreign languages, mathematics, physics and science for students.
    In addition, I provide training in the identification of freshwater plankton and taxonomy, as well as in bibliographic research and the use of Mendeley and EndNote software, writing scientific articles, etc. I have also provided training and freelance work in statistical analyses applied to ecology and biology.

    Education

    Translated by Google. Click to view original.
    Doctor of Biology, Specialty: Biodiversity and Ecosystem Management
    State environmental engineer
    Master in Environmental Sciences
    Biostatistics
    Taxonomy
    Biology

    Experience / Qualifications

    Translated by Google. Click to view original.
    Part-time lecturer at the university (4 years) – Faculty of Medicine and Biology.
    Experience in teaching and educational support: more than 3 years of support courses in foreign languages (French, Arabic, English), mathematics, physics and science for students.
    Expertise in taxonomy and identification of freshwater plankton, with specialized training.
    Advanced skills in statistical analysis applied to ecology and biology, with use of specialized software (R, Past, XLstat, XL, Rstudio, Python).
    Experience in bibliographic research and reference management with Mendeley and EndNote.
    Writing and publication of scientific articles.
    International research experience (France and Spain), participation in conferences and scientific publications.
    Passion for teaching and knowledge transmission, with a training project in data analysis and plankton identification.
    Dive into an immersive and dynamic learning experience with my trilingual language course! Whether you are a beginner or want to improve your level, this program will guide you step by step in mastering French, Arabic and English. Through an interactive approach, you will develop your skills in comprehension, oral and written expression, while discovering the cultural subtleties of each language. Our fun and practical methods include games, dialogues, role-playing and multimedia supports for effective and motivating learning. Join me and open the doors to a world without borders by becoming a polyglot with ease and confidence!
    The Blue Science course offers a complete immersion in the study of aquatic ecosystems, addressing their dynamics, functioning and biodiversity. Intended for students, researchers and environmental science enthusiasts, this program explores the complex interactions between aquatic organisms and their environment, integrating modern approaches to taxonomy, ecology and natural resource management. Topics covered: ✅ Functioning of aquatic ecosystems: trophic structures, biotic and abiotic interactions, biogeochemical cycles. ✅ Population and community dynamics: ecological mechanisms, response to environmental changes, functional approach to ecosystems. ✅ Taxonomy and identification of plankton: phytoplankton and zooplankton, key role in water quality, classification and identification methods. ✅ Bioindication and biomonitoring: use of aquatic organisms as indicators of environmental quality. ✅ Impacts of human activities and climate change: eutrophication, pollution, conservation and restoration of aquatic ecosystems. ✅ Methods for studying and analyzing aquatic ecosystems: field and laboratory techniques, statistical analyses and ecological modeling. Through an approach combining theory, case studies and practical exercises, this course offers comprehensive and applied training to understand and protect aquatic environments, essential to biodiversity and maintaining ecological balances.

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    Availability of a typical week

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    from 16€Online via webcam

    Good-fit Instructor Guarantee


    If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.

    Online reputation

    • Instructor since February 2025

    Availability of a typical week

    (GMT -04:00) New York
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    from 16€Online via webcam

    Good-fit Instructor Guarantee


    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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