Bioinformatics and Data Skills using R, Python, Mega and Galaxy

Van 17.86 € /h

Dive into the exciting world of bioinformatics, where biology meets data science! This class equips you with essential bioinformatics and data analysis skills to explore and analyze biological data effectively. You will learn how to manage, visualize, and interpret complex datasets using tools like R or Python, understand sequence alignment and annotation techniques, and delve into topics like genomics, transcriptomics, and proteomics.

What You'll Learn:

Data Handling: Fundamentals of working with large biological datasets, including cleaning, formatting, and preprocessing data.
Programming Skills: Basics of R or Python for bioinformatics applications, including scripting and automating analyses.
Genomic Analysis: Sequence alignment, gene annotation, and exploring genomic databases.
Statistical Analysis: Applying statistical techniques to identify patterns and draw meaningful conclusions.
Visualization: Creating clear and informative plots for biological data.
Applications:

Perform differential gene expression analysis to understand disease mechanisms.
Analyze genetic variants to study evolutionary patterns or predict disease risks.
Explore protein structures and functions for drug discovery.
Use bioinformatics pipelines to support cutting-edge research in academia or industry.
Whether you're aspiring to work in biotech, academia, or data science, this class provides the foundation you need to bridge biology and technology, opening doors to a range of exciting opportunities.

Extra informatie

All you need is a laptop and stable internet connection.

Locatie

Online vanuit Verenigd Koninkrijk

Leeftijd

Tieners (13-17 jaar oud)

Volwassenen (18-64 jaar oud)

Niveau van de leerling

Beginner

Duur

60 minuten

De les wordt gegeven in

Engels

Vaardigheden

Biologie

Computer programmeren

Database

Beschikbaarheid typische week

(GMT -04:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Manoj

4.95

(21)

I am a Professional Full Stack Developer with over 15 years of hands-on experience in software engineering, system design, and artificial intelligence.
I’ve worked across frontend, backend, DevOps, and AI, building enterprise-grade systems for real-world applications — from large-scale microservices to cognitive AI platforms.

I’m passionate about teaching the real, modern way of coding — combining deep technical foundations with today’s most advanced technologies: Generative AI, Agentic systems, RAG architectures, cloud automation, and intelligent DevOps.

Whether you are a beginner exploring your first “Hello World,” a professional improving your stack, or a researcher/developer exploring AI systems, I can guide you step-by-step — conceptually, practically, and strategically.

🧩 What You Will Learn
🖥️ Front-End Development

Master how to build responsive, interactive, and high-performance interfaces:

HTML / HTML5 – Structure, semantics, forms, accessibility

CSS / CSS3 / SCSS – Layout, animations, responsive design, Flexbox, Grid

Bootstrap / Tailwind / Material UI – Rapid design frameworks

JavaScript (ES6+) – Functional programming, event loop, closures, async/await

TypeScript – Strong typing, interfaces, decorators, generics

React.js / Next.js – Components, hooks, state management, routing, APIs

Angular (1.x to 17) – Modules, dependency injection, RxJS, advanced architecture

Vue.js (optional) – Reactive programming, lifecycle management

jQuery / AJAX – Legacy support and backend communication

Web Performance – Lighthouse, Core Web Vitals, PWA, caching strategies

⚙️ Back-End & Enterprise Development

Build scalable, secure, and intelligent server-side systems:

C / C++ / Data Structures / Algorithms / OOPS

Java / J2EE / Spring / Spring Boot / Spring Cloud / Hibernate / Struts / Wicket

Microservices Architecture – API gateway, service registry, inter-service communication

Node.js / Express / NestJS – Modern JavaScript/TypeScript backend

REST & SOAP Web Services – API design, security, documentation (Swagger / Postman)

Python (Flask / FastAPI) – REST APIs, ML pipelines, automation

Shell Scripting (Linux/Unix) – Automation, cron jobs, log parsing, DevOps scripting

PHP / Laravel / CodeIgniter – Classic web backend development

Containerization & Orchestration: Docker, Kubernetes, Helm

CI/CD & Cloud: Jenkins, GitHub Actions, Azure DevOps Pipelines

☁️ Cloud & DevOps Mastery

Learn to build, deploy, and scale applications on the cloud:

AWS (EC2, S3, Lambda, DynamoDB, API Gateway, ECS)

Azure (App Services, Functions, CosmosDB, DevOps)

Google Cloud (GCP, Vertex AI, BigQuery, Cloud Run)

Monitoring & Logging: ELK Stack (Elasticsearch, Logstash, Kibana), Grafana, Prometheus

Infrastructure as Code (IaC): Terraform, AWS CDK, Azure Bicep

Version Control & Collaboration: Git, GitHub, GitLab, Bitbucket

CI/CD Pipelines: Build, test, deploy automation, rollback, release management

📱 App Development

Develop mobile and hybrid apps end-to-end:

Android (Java/Kotlin) – UI/UX, activity lifecycle, API integration

Hybrid Frameworks: Ionic, Cordova, React Native

Progressive Web Apps (PWA) – Offline-first, caching, mobile optimization

Firebase Integration: Auth, Firestore, Cloud Messaging

🤖 Artificial Intelligence & Machine Learning

Learn how modern AI systems are built and deployed:

AI Fundamentals: Neural networks, supervised/unsupervised learning

Machine Learning with Python: scikit-learn, TensorFlow, PyTorch

Natural Language Processing (NLP): Transformers, BERT, GPT

Computer Vision: OpenCV, YOLO, Image Classification

AI APIs & Integrations: Google DialogFlow, Azure Cognitive Services, OpenAI API

🧬 Generative AI, RAG & Agentic Systems

Special focus on real-world AI integration and automation:

Generative AI Models (GPT, Claude, Gemini, Llama, Mistral) – Practical implementation

Prompt Engineering – Designing powerful, reusable prompt frameworks

Retrieval-Augmented Generation (RAG) – Hybrid search + generation architectures

Agentic AI Systems – Building autonomous multi-agent workflows (e.g., AutoGPT, CrewAI)

Agentic RAG – Contextual memory, chaining, and reasoning systems

LangChain / LlamaIndex – RAG pipelines, document loaders, embeddings, vector DBs

Vector Databases: Pinecone, Chroma, Weaviate, FAISS

Knowledge Graphs & Context Management – Enterprise data linking with RAG

AI App Deployment: FastAPI + Streamlit + LangServe + Docker

Copilot & AI Tools: GitHub Copilot, ChatGPT API, Code Interpreter, Vertex AI Studio

Google AI Developer Kit (ADK) – Edge AI, TensorFlow Lite, Coral, and model serving

Voice AI & Conversational Design: Dialogflow CX, OpenAI Assistants, ElevenLabs

🔬 Data, Testing & Quality

Database Systems: MySQL, PostgreSQL, MongoDB, Oracle, DB2, Redis

Database Design: ERD, normalization, indexing, performance tuning

Testing Tools: JUnit, Mockito, Selenium, Cypress, Postman

TDD / BDD Practices: Unit, integration, and end-to-end testing

Logging & Monitoring: ELK, Splunk, Prometheus

Performance Optimization: Profiling, caching, concurrency

🧩 Operating Systems & Scripting

Windows / Linux / Ubuntu / Unix Administration

File Systems, Permissions, Networking, Process Management

Shell Scripting / Automation / Log Analysis

System Security and SSH Hardening

🧠 Bonus Topics

Mathematics for Programmers – Logic, combinatorics, probability, graph theory

Game Development Basics: Unity, Phaser.js, HTML5 Canvas

AI Ethics, Data Privacy, Responsible AI Design

Automation Projects & Web Crawling / Scraping: BeautifulSoup, Selenium, Puppeteer

No-Code / Low-Code Integrations: Zapier, Make, AI automations

Narayan

4.95

(21)

Biology lessons taught by an engineering graduate with over 16 years of experience, as of 2024, in teaching mathematics (up to undergraduate level), biology (up to secondary level, including IGCSE, GCSE, and S5), and physics and chemistry (upper secondary levels, IB, and A level).

With extensive experience in tutoring Biology, I provide specialized lessons for students up to the GCSE, IGCSE, and European S5 levels. I aim to make Biology engaging and accessible, helping students not only understand the material but also excel in their exams and coursework. Whether you're studying ecosystems, human physiology, genetics, or cell biology, I tailor my lessons to meet your individual learning needs.

I offer comprehensive lessons that simplify complex concepts, ensuring that students gain a solid grasp of the subject. I take pride in breaking down difficult topics into manageable pieces, helping students build confidence in their knowledge and abilities. My teaching approach is interactive, encouraging students to ask questions and think critically about the material.

I also have more than 7 years of experience in teaching and guiding standardized tests such as the GRE and SAT. I can help you effectively learn standardized courses like the GRE, SAT, and even TOEFL.

For mathematics, I provide lessons for students up to the bachelor's level, including bachelor students, IB (Math SL and Math HL) students, AS/A-level students, European S6 and S7 level students, GCSE students, and IGCSE students.

Science (physics and chemistry) courses are available for students up to the European upper secondary level, including IB and A level.

Science (biology) lessons are available for students up to the European secondary level, GCSE level, and IGCSE level.

Currently, I am teaching:
1. GCSE students
2. IGCSE students
3. IB students
4. European School students
5. AS/A level students

My current students are from the following schools:
1. St Georges International School, Luxembourg, Edexcel (Pearson) Curriculum (10 students)
2. International School of Luxembourg, Luxembourg, IB Curriculum (6 Students)
3. Lycée Athénée de Luxembourg, Luxembourg, IB Curriculum (4 Students)
4. Lycée - International School Michel Lucius, Luxembourg, Cambridge Curriculum (4 Students)
5. European School Kirchberg, Luxembourg, European Curriculum (4 students)
6. Lycée Aline Mayrisch, Luxembourg, Luxembourgish curriculum (1 student)
7. International School of the Hague, Netherlands, IB Curriculum (1 student)
8. International School Of Nice, France, IB Curriculum (2 students)
9. Merchiston Castle School, Edinburgh, Scotland, Edexcel (Pearson)/Cambridge (1 students)
10. Silverline Private School, Limassol, Cyprus, UK national Curriculum (1 Student)
11. North Broward Preparatory School, Florida, USA, IB Curriculum (1 Student)
12. King Solomon International School, Israel, IB Curriculum (1 student)

In addition to helping students with their coursework, I also focus on developing effective study habits and test-taking strategies to ensure that they are fully prepared for their exams. My goal is to help each student achieve their best possible results.

If you’re a GCSE, IGCSE, or European S5 student looking for expert Biology tutoring, I’m here to help you succeed. Contact me today to begin your journey toward academic excellence in Biology!

Jordy

4.95

(21)

In this course I will prepare you for the IMAT (Italian medical admission test) which happens every year and is the only way to get access to the English language medicine programme in public universities in Italy.

I will help you with the four scientific disciplines (math, physics, biology, chemistry) as well as the critical reasoning and general knowledge aspect. I will also prepare you with real-life exam scenarios in order to get used to the time limit and other constraints.

Albert

4.95

(21)

Are you a high school or high school student and have difficulty understanding and solving math or physics problems? Then I am someone who would like to help you with that. I often see that in standard classroom teaching is succinctly taught. As a result, the student misses out on the whole picture, making the teaching material and the problems vague and unclear. My goal is to take the time for each student to complete the whole picture and guide them through complex problems, so that the student can not only take tests and exams with ease, but also enjoy learning the material.

Tim

4.95

(21)

Need help with geography, biology, or chemistry? As a 33-year-old civil engineer, I'm happy to help! I'll learn at your own pace, using plenty of examples to illustrate the material. I have years of experience teaching both simple and complex subjects.

The lessons run as follows. First, we look together for the student's biggest stumbling blocks. These can be related to the subject matter as well as to the study method. From there, I work at the pace of the student and encourage them to ask as many questions as possible. I also give tips and tricks, and improve their working methods where necessary. During the lesson I give many examples to make the subject matter more interesting and we solve exercises together. Once practiced from the lesson, I mastered challenging exercises to also test the deeper understanding of the subject matter. In this way I try to optimally prepare the student for his/her exam test.

However, learning should also be enjoyable. That is why I always strive for a bond with the student through a spontaneous and positive approach. I am also very patient. All this to solve and improve the problems.

Are you interested? Don't hesitate to receive me!
Please come!

Timo

Robert

4.95

(21)

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.

Mohamed

4.95

(21)

Dive into the world of SQL databases with this comprehensive course designed for learners of all levels. Whether you are new to databases or seeking to expand your expertise to advanced concepts like distributed systems, this course has you covered.

What You can Learn:
- Fundamentals of relational databases and SQL syntax.
- Designing robust databases using normalization and entity relationships.
- Writing complex queries, joins, and subqueries.
- Database optimization techniques for performance tuning.
- Implementing stored procedures, triggers, and views.
- Managing transactions and ensuring data integrity.
- Understanding and working with distributed database systems like Distributed PostgreSQL

Nina

4.95

(21)

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!

Linus

4.95

(21)

Do you want to learn how websites are structured?
In these online lessons, you'll learn the basics of HTML and CSS in a structured and clear way.
We'll work step by step on understanding the structure of a webpage and how to design it visually.
What will we cover?
Depending on your level, we can work on:
• Basic HTML structure
• Elements such as headings, paragraphs, and lists
• Links and images
• Introduction to CSS
• Colors, fonts, and layout
• Box model and positioning
• Structure and readable code
The emphasis is on understanding the technical structure of a website, not just on copying code.
Lesson structure
Each lesson consists of:
• Explanation of new concepts
• Analysis of sample code
• Step-by-step collaborative building
• Exercises for independent practice
We'll work at a leisurely pace and build on what you've already learned.
For whom? • Absolute beginners
• Students studying HTML/CSS at school
• People who want to start with web development
• Anyone who wants to build a solid foundation
What can you expect?
• Structured explanations
• Practical examples
• Personal guidance
• Focus on understanding and structure
No fixed, standard course, but guidance tailored to your learning goals.

Michiel

4.95

(21)

Need help with maths or biology?
As a biomedical scientist with a PhD in Medicine and Health Sciences, I enjoy helping students of all ages to better understand the material and learn with greater confidence. We work at your own pace and in a way that suits your learning style.

How does a lesson work?
In the first session, we identify the main difficulties together. From there, we build up step by step. I encourage questions and provide practical tips and strategies to make studying more effective.

We work through exercises together, discuss examples, and then move on to more challenging problems to deepen understanding. This approach ensures you’re well prepared for your tests and exams.

A positive learning experience
Learning should be enjoyable. With a patient, motivating and clear approach, I create a relaxed environment where it’s okay to make mistakes, and no question is too much to ask — because that’s how real learning happens.

Interested?
Feel free to get in touch for more information or to arrange your first lesson. I’ll be happy to help you move forward!

Yasmine

4.95

(21)

Many parents recognize this: at first, everything seems fine, but suddenly, failing grades in math, chemistry, or other science subjects start to appear. The material becomes faster and more difficult, and students unknowingly lose their way. What starts with a single failing grade can quickly escalate into a chronic learning deficit, test stress, and a lack of self-confidence.

At school, there's often not enough time to help everyone individually. As a result, some students are left with questions that are never properly explained.

Through targeted, personalized tutoring, I help students close those gaps and finally truly understand the material. I explain difficult topics clearly and step-by-step, so students not only get better grades but also regain confidence and peace of mind during tests and exams.

I have a VWO Science & Health background and am studying in the medical/dental field, which gives me a lot of experience with science subjects such as chemistry, biochemistry and mathematics.

Many parents wait until grades are low or exam year begins, but early intervention makes the difference between continuing to struggle and making progress again.

Do you want your child to regain control of the material and take tests with more confidence?
Please feel free to send a message for more information or to schedule an initial tutoring session.

Eva

4.95

(21)

During my lessons, we will regularly focus on topics that stand out to you or that you find interesting. This makes learning much more fun. Additionally, we ensure that the tasks that need to be done are completed as stress-free as possible. I hope to achieve that you can eventually get started on your own with more self-confidence, so that tutoring is no longer even necessary! I can also assist with exam preparation, homework, or help with studying.

We will start by taking stock of what you need, what you already know, and where I can help you. This way, we can create a personalized lesson plan. We will also discuss the best learning method for you. Do you learn best by writing, reading, or perhaps by telling stories or playing?

I provide lessons and/or guidance to primary school, VMBO/MAVO, HAVO, MBO, and HBO students. This can take the form of biology tutoring (extra explanation, doing exercises, working on school assignments), exam training (help with self-confidence, studying together, taking practice exams), or general guidance (looking more positively at the subject/school, help with planning, help getting to know learning methods).

If you are an adult undergoing retraining or have a change of interests, feel free to send me a message as well! Then we can see what we can do for each other.

I am primarily available for online lessons. Sometimes I am in the Netherlands, and I can also teach in person by arrangement.

Monique

4.95

(21)

As a five-year-old child, I already knew that I wanted to become a 'Biologist'. I acquired knowledge of wild plants, shells, and fossils at a young age through my father, a primary school teacher.
After working for several years as a microbiology analyst in a hospital laboratory, I went on to study Biology in Leiden. After my studies, I worked as a scientific researcher for 10 years at various universities in England and America. I also worked as a researcher at the Natural History Museum in London.

I returned to the Netherlands at the end of 2017. Through my studies, my work as a scientific researcher, and as a medical analyst, I have developed broad subject-specific knowledge. I would like to use my knowledge and enthusiasm for Biology to help high school students and university students through tutoring, exam preparation, and thesis supervision.

Furthermore, I am a great nature lover; I lead nature excursions and am a public guide at the Natural History Museum in Rotterdam.

Giving tutoring lessons has helped me enormously to provide tailored guidance to pupils and students. I adapt to the wishes of the pupils or students and can illustrate theory with practical examples (daily life, nature, laboratory, research).

Possibilities:

- Biology tutoring (mostly online, sometimes on location) for VMBO, HAVO, VWO, MBO, and HBO; lower, upper, or exam year.
- Thesis supervision or help with internship report (microbiology, laboratory, biology), also in English
Long-term tutoring is possible, but also 1 or 2 lessons (as preparation for a test or exam, for example).

Dr.

4.95

(21)

Arts (MD, PhD) gespecialiseerd in Interne Geneeskunde biedt begeleiding aan studenten in alle fasen van hun medische of paramedische opleiding. Of je nu geneeskunde of verpleegkunde studeert, of je voorbereidt op een toelating of vervolgopleiding na je medische studie, ik help je doelgericht verder.

1. Bijles in medische vakken;

2. Training in klinisch redeneren en medische vaardigheden (communicatie, medisch rekenen, reanimatie e.a.);

3. Voorbereiding op toelating Geneeskunde (decentrale selectie, zij-instroom, buitenlandse diploma-erkenning);

4. Begeleiding bij sollicitaties voor medische specialisaties;

5. Ondersteuning bij wetenschappelijk werk, inclusief thesis en scriptie
(literatuuronderzoek, data-analyse, schrijven/publiceren).

Aanpak
️■ Persoonlijke en professionele begeleiding door een internist.

️■ Duidelijke uitleg, een gestructureerde aanpak, academische scherpte en praktijkgerichtheid.

️■ Bewezen resultaten en hoge tevredenheid onder studenten.

■ Flexibele lestijden en maatwerk, afgestemd op elk niveau.

■ Online via Zoom: efficiënt, flexibel en interactief;

■ Face-to-face: mogelijk, locatie in overleg.

Wil jij professioneel begeleid worden door een internist die weet hoe het er écht aan toegaat in de medische wereld?
Stuur een bericht en plan een vrijblijvend kennismakingsgesprek in.

Ronin

4.95

(21)

Programming is an incredibly useful skill to have, and it can often help you automate small tasks in daily life. In my lessons, I also try to code as much as possible with the ultimate goal of creating something concrete, creative, visual, or funny.

-- Techniques --
You learn by doing; in my lessons, I like to guide you through the basics by creating something in small steps. I am convinced that step-by-step, hands-on learning is the best way. I structure my lessons depending on which language or concept you want to learn, but think, for example, of making a game, a visualization, a website, animation, etc.

-- Contents --
In addition to a specific programming language, with me you will also learn the philosophy behind programming, recurring concepts, methods to avoid getting stuck, and much more. Learning this is essential because it allows you to continue independently and learn other languages as well.

-- Level --
I can help you learn from the absolute basics to slightly more advanced concepts such as data structures or designing algorithms yourself. I will train you to become someone who not only understands how to program, but also someone who knows how to keep learning. Feel free to send me a message if this sounds like something for you!