Microsoft Office - Custom Training - EXCEL WORD POWER POINT

Hello, I am an experienced machine learning teacher with 5 years of expertise in teaching this discipline at all levels. My expertise using Python and R allows me to teach different machine learning algorithms such as neural networks, decision trees and clustering algorithms. I am also experienced in using popular Python and R libraries such as TensorFlow, Keras, Scikit-learn and ggplot2. In addition to my machine learning skills, I am able to help students read and understand research papers for their presentations, as well as work on projects in Python and R. My commitment to machine learning is passionate and I enjoy sharing my knowledge with my students. If you are interested in my services as a machine learning teacher for all levels, do not hesitate to contact me. In addition to my machine learning skills, I am also able to help you with mathematics, statistics and dissertation writing. I am available to teach the following subjects: 1.Python or R 2. Data exploration 3.Machine learning 3.1. Intro ML 3.2. Linear Model -> Linear Models for Regression and Classification 3.3. kernel -> Kernelization 3.4. Model selection 3.5. model set, -> Bagging / RandomForest, Boosting (XGBoost, LightGBM,...) , Stacking 3.6. Data preprocessing -> Data pre-processing -> Pipelines: choose the right preprocessing steps and models in your pipeline -> Cross validation 3.7. Neural Networks -> Neural architectures -> Training neural nets: Forward pass: Tensor operations and Backward pass: Backpropagation -> Neural network design: Activation functions, weight initialization and Optimizers -> Neural networks in practice: Model selection, Early stopping, Memorization capacity and information bottleneck, L1/L2 regularization, Dropout, Batch normalization 3.8. Convolutional Neural Networks -> Convolved Image -> Convolutional neural networks ->Data increase -> Model interpretation -> Using pre-trained networks (transfer learning) 3.9. Neural Networks for text -> Bag of word representations, Word embeddings, Word2Vec, FastText, GloVe

🚀 Learn Python and Django to Build Powerful Applications 🚀 Want to master Python and develop real-world web applications with Django? Whether you're a beginner or looking to enhance your coding skills, this course will guide you step by step! What You’ll Learn: ✅ Python Basics & Advanced Concepts – Learn syntax, data structures, OOP, and algorithms ✅ Django Framework – Build dynamic and scalable web applications ✅ Databases & APIs – Work with PostgreSQL, SQLite, and REST APIs ✅ Project-Based Learning – Apply concepts through hands-on coding and real projects ✅ Debugging & Best Practices – Learn clean coding principles and error handling 🔹 Who is this course for? Complete beginners who want to start coding with Python Developers looking to transition into backend or full-stack development Students and professionals who want to build their own web applications 💻 Class Format: - Live online sessions via Google Meet - Interactive coding exercises & projects - Personalized guidance based on your level 📩 Contact me to start your Python & Django journey today!

What You’ll Learn: Front-end Technologies: HTML, CSS, JavaScript, React.js, Next.js, TailwindCSS for creating dynamic, responsive applications. Back-end Mastery: Node.js, Nest js, Express, and Fastify for building robust and scalable web servers. Databases: MySQL, PostgreSQL, and MongoDB for handling data efficiently. DevOps & Deployment: Learn Docker, CI/CD with GitHub Actions, and cloud deployment practices to ensure your applications are production-ready. How You Will Benefit: Students: Gain the technical skills and portfolio to ace your academic projects and land internships or entry-level jobs. Self-Taught Learners: Stop the guesswork and follow a structured, hands-on approach to mastering full-stack development faster. Professionals: Upgrade your skills to meet the demands of modern web development and position yourself for career growth. Why My Course is Different: Real-World Projects: You'll build applications that solve real business problems, like a complete e-commerce site, RESTful APIs, and microservices. Tailored Learning: Each course is personalized to your experience level and goals, ensuring you get the most out of every session. Problem-Solving Focus: From debugging to performance optimization, you'll learn to tackle real-world challenges confidently. Industry-Relevant Skills: Stay ahead of the curve with training in modern technologies and practices that top employers are looking for.

This course provides a hands-on approach to mastering Apache Airflow, a powerful open-source workflow automation tool widely used in ETL (Extract, Transform, Load) processes. You will learn how to build, schedule, monitor, and optimize data pipelines, ensuring data reliability and efficiency in production environments. Through real-world examples and projects, you will gain the skills required to become a proficient Data Engineer capable of handling complex workflows in modern data ecosystems. This course will allow you to build multiple real-world ETL workflows using Apache Airflow. Let me know if you would like additional information! 🚀

Empower young minds to create their own mobile apps with this fun and interactive course! Designed for children aged 9 to 13, this course introduces app development using MIT App Inventor, a beginner-friendly platform that makes coding easy and exciting. Students will learn the basics of programming, user interface design, and problem-solving as they build their own functional Android apps. Through hands-on projects and creative challenges, they will develop logical thinking and digital skills while bringing their ideas to life. No prior experience is needed—just curiosity and a passion for technology!

Python is a high level programming language. It's object oriented approach help programmers to write simple and logical codes. Due to its easy syntax, it is actually easier as compared to other programming languages. Having years of experience in coding language, I know how and where to start and move the topics at a good pace. I'll be starting with you from scratch and help you to build your concepts and master over the language. I am providing you a brief summary of our course which we generally follow but that doesn't mean that I am bound to just this much content. In case you have any doubt for any other specific topic related to the subject, you could always come up to me or you need any help in your assignments or projects, you are always welcome. Here is a brief overview of the topics we'll be covering : 1: Introduction To Python • Installation and Working with Python • Understanding Python variables • Python basic Operators • Understanding python blocks 2: Python Data Types • Declaring and using Numeric data types: int, float, complex • Using string data type and string operations • Defining list and list slicing • Use of Tuple data type 3: Python Program Flow Control • Conditional blocks using if, else and elif • Simple for loops in python • For loop using ranges, string, list and dictionaries • Use of while loops in python • Loop manipulation using pass, continue, break and else • Programming using Python conditional and loops block 4: Python Functions, Modules And Packages • Organizing python codes using functions • Organizing python projects into modules • Importing own module as well as external modules • Understanding Packages • Powerful Lamda function in python • Programming using functions, modules and external packages 5: Python String, List And Dictionary Manipulations • Building blocks of python programs • Understanding string in build methods • List manipulation using in build methods • Dictionary manipulation • Programming using string, list and dictionary in build functions 6: Python File Operation • Reading config files in python • Writing log files in python • Understanding read functions, read(), readline() and readlines() • Understanding write functions, write() and writelines() • Manipulating file pointer using seek • Programming using file operations 7: Python Object Oriented Programming – Oops • Concept of class, object and instances • Constructor, class attributes and destructors • Real time use of class in live projects • Inheritance , overlapping and overloading operators • Adding and retrieving dynamic attributes of classes • Programming using Oops support 8: Python Regular Expression • Powerful pattern matching and searching • Power of pattern searching using regex in python • Real time parsing of networking or system data using regex • Password, email, url validation using regular expression • Pattern finding programs using regular expression 9: Python Exception Handling • Avoiding code break using exception handling • Safe guarding file operation using exception handling • Handling and helping developer with error code • Programming using Exception handling 10: Python Database Interaction • SQL Database connection using python • Creating and searching tables • Reading and storing config information on database • Programming using database connections 11: Python Multithreading • Understanding threads • Forking threads • Synchronizing the threads • Programming using multithreading 12: Contacting User Through Emails Using Python • Installing smtp python module • Sending email • Reading from file and sending emails to all users addressing them directly for marketing 13: Python CGI Introduction • Writing python program for CGI applications • Creating menus and accessing files • Server client program In case you have any query, please feel free to contact me. Give yourself a chance for a better future. All the best

The course will cover the following points: - Office automation (Word, Excel) - Network administration - CCNA Training (This program provides the foundation for IT professionals who are familiar with the Cisco networks and operating systems) - Teaching network courses (LAN, MAN, WAN, TCP/IP protocols) - Practical work (Packet tracer) - Some notions on computer security

I am a dynamic and demanding teacher who gives private lessons in Physics-Chemistry as well as Mathematics. I graduated from teaching seven years ago, after a masters in physical sciences with honors, and I teach in college and high school since. I have also been preparing students for the Baccalaureate Science for many years, all of whom have been awarded very good honors. I also prepare my students for different exams (Matu, Bac, preparation for EPFL, etc...) I make sure to rework the basics so that the student can progress quickly. It is important to me that my students acquire a solid foundation of knowledge. I also give effective work methods that will allow him to progress much more quickly and so he can regain self-confidence. I can go to the student's home or also take the course via Skype.

This is a 15-week adventure for kids aged 11-15 to explore AI and machine learning. Students will learn to build AI-powered apps, code with drag-and-drop tools, train AI models, and solve real-world problems. The course includes hands-on projects, and a project showcase to build confidence and tech skills.

Need a catch-up, tutoring, private lessons or help with homework in mathematics? In computer science ? In logic? I'm here for you! I offer you a personalized approach; because there is no one method that works for everyone, I adapt to the needs and requests of each student (and their parents). The first hour of class will be used to define the student's needs, deadlines and strengths. My courses are aimed at secondary school students of all levels, higher education students and anyone wishing to refresh or strengthen their knowledge of mathematics and computer science. I have been helping friends and acquaintances on a voluntary basis for a long time in the success of their studies and I hope to be able to put this experience to the benefit of your success :)

Master pseudo-code algorithms in this hands-on course with dozens of different algorithms In this course, you will learn the basics of computer programming through the fundamental subject taught in all higher schools of computer science: algorithms. This is the initial stage of your learning to become a computer scientist (programming) First we will see a broad introduction to computer programming, and we will explain what algorithms are. Then, you will learn the language of computer scientists by studying "pseudo-code", and you will learn all the concepts of computer science through a multitude of practical exercises. The topics covered are very broad and comprehensive: Introduction - Algorithm Syntax - data type and Variables - The operators - The instructions - Conditions - The repetitive structure (loops) - The tables - Research techniques - Sorting algorithms - dichotomous search - Functions - The procedures - Recursion -complexity - Introduction to the C language - ... Your first programs... Finally, you will start programming by creating several algorithms in a specific programming language (here, C language). These algorithms are applicable in all programming languages. The goal... With more than 8 hours of e-courses, quizzes, and an assessment, you will have what you need to continue your learning of computer programming and advance towards your future profession. Who is this course for? Beginner in programming Retraining Computer science students or future students Thanks and see you soon ! IMAD

As a math teacher, I offer private lessons in science subjects. My classes are mainly aimed at cycle and college students in Geneva, as well as students from private schools. I can also help people who have already finished their schooling but who need to upgrade their knowledge for professional needs. I am generally available within 3 days of your request and I move around the canton of Geneva using public transport (TPG). Travel costs are included in my rates. For a long-term follow-up, I can give you exercises to do between sessions and correct them at home. I speak and understand English, but my lessons will be mainly in French. I am ready to adapt my teaching according to your specific needs and to provide personalized support to help you progress in scientific subjects. Do not hesitate to contact me if you have additional questions or if you wish to schedule a lesson session. I will be happy to help you in your math learning.

Vous êtes impliqué dans les finances, la gestion, la planification, la gestion de projet, les ressources humaines, ou peut-être même un étudiant ambitieux désireux de perfectionner ses compétences en matière de tableau de bord professionnel. Si vous recherchez une solution qui va au-delà des limitations d'Excel et de PowerPoint, alors vous êtes au bon endroit : permettez moi de vous présenter Power BI. Avec Power BI, je vous propose bien plus qu'un simple outil. C'est une passerelle vers des rapports interactifs, une gestion efficace des données et une analyse avancée. Voici ce que je peux vous offrir : - Création et gestion experte de rapports interactifs. - Transformation et nettoyage minutieux des données pour une précision maximale. - Utilisation des puissantes formules DAX pour une analyse de données avancée. - Création de visualisations personnalisées et de tableaux de bord percutants. - Partage sécurisé et publication de vos rapports pour une collaboration sans heurts. -Automatisation des tâches répétitives avec Power BI & Power Query. Peu importe vos besoins spécifiques - qu'il s'agisse de projets professionnels, d'études ou d'aspirations personnelles - je suis là pour vous offrir une solution sur mesure. Ensemble, nous créerons un programme adapté à vos objectifs, vous guidant à chaque étape de votre parcours d'apprentissage. Que vous soyez un novice cherchant à maîtriser les bases ou un expert désireux d'approfondir vos connaissances en analyse de données, je suis là pour vous fournir l'expertise et le soutien nécessaires pour réussir.

### **Junior Level (Ages 11-14)** #### Module 1: Introduction to Cyber Security - **Week 1-2: Basics of Cyber Security** - What is cyber security? - Importance of cyber security in daily life - Common cyber threats (e.g., phishing, malware) - **Week 3-4: Safe Internet Practices** - How to create strong passwords - Recognizing suspicious online behavior - Safe use of social media #### Module 2: Introduction to Consultancy - **Week 5-6: Basics of Consultancy** - What does a consultant do? - Types of consultancy (e.g., IT consultancy, management consultancy) - Basic problem-solving techniques - **Week 7-8: Communication Skills** - Basics of effective communication - Listening skills and giving feedback - Role-playing exercises #### Module 3: Basic Cyber Security Tools and Techniques - **Week 9-10: Introduction to Encryption** - Basics of encryption and why it's important - Simple encryption activities - **Week 11-12: Cyber Security Software** - Overview of anti-virus and anti-malware software - Hands-on practice with basic cyber security tools #### Module 4: Cyber Security Projects - **Week 13-14: Group Projects** - Working on small cyber security projects - Presenting findings and solutions - **Week 15-16: Reflect and Review** - Reviewing key concepts learned - Feedback and assessment --- ### **Intermediate Level (Ages 15-17)** #### Module 1: Advanced Cyber Security Concepts - **Week 1-2: Understanding Cyber Attacks** - Types of cyber attacks (e.g., DDoS, ransomware) - Anatomy of a cyber attack - **Week 3-4: Network Security** - Basics of network security - Firewalls and intrusion detection systems #### Module 2: Consultancy Skills - **Week 5-6: Advanced Consultancy Techniques** - Consulting frameworks (e.g., SWOT analysis) - Case studies of cyber security consultancy - **Week 7-8: Client Interaction** - Understanding client needs - Role-playing client-consultant scenarios #### Module 3: Practical Cyber Security Skills - **Week 9-10: Ethical Hacking Basics** - What is ethical hacking? - Basic ethical hacking techniques and tools - **Week 11-12: Incident Response** - Responding to a cyber incident - Creating an incident response plan #### Module 4: Cyber Security Projects - **Week 13-14: Group Cyber Security Projects** - Working on intermediate cyber security challenges - Presenting solutions and findings - **Week 15-16: Reflection and Assessment** - Reviewing key concepts and projects - Feedback and improvement areas --- ### **Senior Level (Ages 18-21)** #### Module 1: Professional Cyber Security Practices - **Week 1-2: Advanced Threat Analysis** - Identifying and analyzing advanced threats - Case studies of significant cyber attacks - **Week 3-4: Cyber Security Policies and Governance** - Understanding cyber security policies - Developing and implementing cyber security policies #### Module 2: Advanced Consultancy Skills - **Week 5-6: Strategic Consulting** - Developing long-term strategies for clients - Advanced consulting methodologies - **Week 7-8: Business Development in Cyber Security** - Creating business models for cyber security services - Pitching cyber security solutions to clients #### Module 3: Specialized Cyber Security Skills - **Week 9-10: Advanced Ethical Hacking** - In-depth ethical hacking techniques - Conducting penetration testing - **Week 11-12: Cyber Forensics** - Basics of digital forensics - Tools and techniques for forensic analysis #### Module 4: Capstone Project and Professional Skills - **Week 13-14: Capstone Cyber Security Project** - Large-scale project addressing a real-world cyber security issue - Collaboration with local businesses or organizations - **Week 15-16: Professional Skills** - Advanced communication and presentation skills - Professional ethics in cyber security --- ### **Supplementary Activities** - **Workshops and Guest Lectures** - Regular workshops with industry professionals - Guest lectures from cyber security experts and consultants - **Competitions and Hackathons** - Participation in local and national cyber security competitions - Hosting cyber security challenges and hackathons --- This syllabus aims to provide a comprehensive education in both cyber security and consultancy, ensuring that students gain the necessary skills and knowledge to excel in these fields.

A 34-year-old university graduate, business engineer, with 12 years of professional experience, offers her teaching services. Lessons (1 hour online only) - 1.5 or 2 hours depending on the subject/level/location Educational and organized teacher with excellent revision and organizational techniques Microsoft Office - Excel/Word/PowerPoint - email - typing - ... Educational and patient with a good methodology adapted to each student 97% success rate with regular monitoring Feel free to contact me for more information! See you soon