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This course offers a complete immersion into the world of artificial intelligence, exploring the mathematical foundations through to their concrete implementation in Python. You'll discover the key principles of AI, from machine learning algorithms to statistical modeling, with a focus on modern techniques used in the field. In addition, we'll cover advanced language models, such as ChatGPT and other LLMs, to understand how they work and how to integrate them into your own projects. This course is ideal for those looking to gain practical AI skills, from theory to practice.

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Learn Java and Kotlin from a practical, real-world perspective. This class focuses not only on programming languages, but also on essential software engineering skills such as clean code, testing, and working with databases. Ideal for students and professionals who want to improve their coding abilities, build projects, and gain confidence in solving real problems.

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You are a highschool student? You have a baccalaureate? You need help with Python (Algorithmic Programming). I am here to teach you ! I am certified from Python Institute (PCAP: Certified Associate in Python Programming) and I work with Python for more than 5 years. I am also a teacher and my students love the way I teach with (simple, clear and always funny)

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This course is designed to introduce you to computer science and programming. You will learn basic computer science concepts, including algorithms, data structures, and programming paradigms. You will also learn how to write simple programs using Python or C, popular programming languages. Throughout the course, you will work on several projects, including creating a game or program that solves math problems, to help you apply what you have learned. You will also have access to a variety of resources, including online tutorials, discussion forums, and programming blogs, to deepen your understanding of the course material.

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I am a data expert, and I offer you a complete 8-hour training course in business intelligence (Data analyst). The training will be organized as follows: - Courses (summary slides) to master the life cycle of a business intelligence project (ETL, data integration, modeling, reporting) - Theoretical exercises on modeling business intelligence problems (star diagram, snowflake diagram). - practical case study using SQL server tools: SSIS, SSAS, SSRS - reports with QlikView

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I teach a wide range of Data Science courses, including Data Analysis, Databases & SQL, Statistics, and Python, covering topics from beginner to advanced levels. My teaching approach emphasizes hands-on learning with real business datasets, allowing students to directly apply concepts to practical scenarios. I design and deliver curricula, labs, and projects that integrate data cleaning, visualization, machine learning, and predictive modeling. By balancing both theoretical foundations and applied problem-solving, I help learners build strong technical and analytical skills relevant to academic research and industry applications. Additionally, I mentor students on capstone projects and research initiatives, encouraging critical thinking, collaboration, and data-driven decision-making.

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This comprehensive Tableau Developer training is designed to equip participants with the skills and knowledge required to become proficient Tableau Developers. Tableau is a powerful data visualization and business intelligence tool, and this class focuses on developing the expertise needed to create compelling visualizations and dashboards. The class provides a solid foundation for the Tableau Desktop Specialist and Tableau Desktop Certified Associate exams. Participants will be guided through sample questions and exam strategies to boost their confidence for Tableau certification. Upon completion of this training, participants will have the skills and knowledge to confidently design and develop Tableau visualizations and dashboards, making them valuable contributors to data-driven decision-making processes in their organizations.

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SERVICES I can offer my assistance with Data Analysis, Data Science, Quantitative Methods, Analysis, Statistical Modelling, Forecast, Regression, Coding, Python, Matlab, Excel statistical software and packages such as Stata, R and Database languages such as SQL, Oracle, MySql and other Business-related subjects (with coding and programming if you are interested in it). I understand that there are different kinds of learning methods, so as long as you can find your style and the appropriate method, I believe that you can get twice the result with half the effort. I have been told to be good at breaking down complex statistical and modelling concepts, explaining them in diagrams, and also relating them to their uses in our daily lives. I can help you to understand statistics, econometrics, linear regression, forecast modelling, statistical modelling, quantitative methods, as well as introducing you to the fast-growing field of Data Analysis and Data Science. I can teach how to use Python, Matlab, Stata, R, Sas, R, Excel, SQL, Oracle, MySql and many more. - Statistics - Machine Learning - Deep Learning - Probability - Linear Regression - Statistical Modelling - Analysis - Data Analysis/Science - Modelling - Forecasting model - Time Series Analysis - Quantitative Methods - Python - Matlab - Stata - R - Sas - Excel EXPERIENCE AND EDUCATION - PhD graduate in Finance, with 5 years of research experience and scientific contribution in the field of empirical asset pricing with focus on equity factor models, machine learning for asset pricing, regime switching models, sentiment analysis, and portfolio construction - Freelance tutor and consultant in Finance, Data Science, Python, Statistics, and Econometrics for 3 years with 1500+ hours delivered to 150+ students and customers internationally - Former financial analyst with 4 years of experience in design and realization of prototypes of several financial algorithms of a proprietary software for portfolio management, analysis, and consulting - Experienced in written and oral communication to various audiences, from academic students to financial industry leaders and professionals through reviewing, editing, teaching, consulting, and oral presentations - Former University Teaching Assistant, strong analytical background with extensive classroom and online teaching experience, MSc in Quantitative Finance, Bachelor of Science in Economics and Finance - Excellent material available including slides, videos, tutorials and reading material. Extensive experience in research methods and software including Python, Jupyter notebook, Matlab, Sas, Stata, R, SQl/Oracle and Excel. - I thoroughly enjoy helping others, as my patience and friendly nature makes it easier to be in an educational environment. - I have learnt to adapt to different needs and learning styles according to the student, in order to optimise their success in turning their weaknesses into strengths. - I'm patient, friendly and understanding. I am proficient in research and development and it’s my day to day work. I am a photography enthusiast and an insatiable learner. GREETINGS My goal is also to inspire further study that will lead to an interesting and successful career. If you need further information about myself or my services, please do not hesitate to contact me. Feel free to send me a message and I'd be happy to give you an informal consultation. Thank you for looking at my profile and hope to hear from you soon, Andrea

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Discover "Professional Computing for Adults", a course specially designed to help you master the essential digital tools in the modern workplace. Whether you are a beginner or want to deepen your knowledge, I guide you through the basics of office automation, mastery of Office, Excel, database management, as well as an introduction to programming languages such as SQL and Python. With more than 7 years of experience as a private tutor and a solid background in computer engineering, I adapt each course to your specific needs to guarantee practical, effective learning that is directly applicable in your professional life.

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You want to develop your custom database with Filemaker for your club, your association, your company, etc ... Advantages of Filemaker: - simplicity, - adaptability, - scalable, ... - works on pc, mac, phone, tablet. Complete presentation of the software on the publisher's website I can also do this work for you. Please consult me for any request.

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Finance professional with 6 years working experience offering courses in Italian/English on Microsoft Excel for financial application & database management. I enjoy teaching, students of any level are welcome. If you're looking at anything ranging from basic formulas, graphs, pivots up to a complete automation of spreadsheets via complex formulas or VBA macros, hit me up. The course can also be helpful in preparation for internships at top tier investment banking / consulting firms. 100% practical session with extensive examples. Google Meet / Skype or any other software is fine.

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Hi Students, Foundation of Data Science is for complete Beginners. This course is In-depth knowledge and hands-on tools to use and work with different kinds of data. Gaining practical experience across the data science pipeline by acquiring proficiency in the data science coding language R. Foundations of Data Science is for those who work with both structured – spreadsheets and data tables – and unstructured data and who need to understand how to automate data to gain insights, contribute to strategic discussions and make data-driven decisions. With my Course you’ll gain a broad understanding of the tools and techniques used to work with data. 1. What is Data: Learn about data types, structures and frameworks 2. Interacting with Data: Understanding how data is used and how to use data 3. Where Data comes from: The processes for acquiring and sharing Data 4. Storing & Structuring Data: Working with different types of databases and data sets 5. Cleaning Data: Working with messy or incomplete data sets 6. Analyzing Data: Gaining insights with data science techniques and tools 7. Visualizing Data: Best practices and tools for data visualization and presentation 8. Machine Learning & Artificial Intelligence: How data is used by machines 9. Working as a Data Scientist: What do data scientists really do? 10. Data & Society: Ethics and the uses of data in society

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Do 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

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This course is for university students who would like to master data essentials and database querying. We learn normalisation, ER diagrams, DDL, DML as part of this course. Immerse yourself in practicing logics via different exercises. The couse will be tailored per your specific needs.

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✓ Tools RStudio • SQL • SPSS • SAS • Jamovi • JASP • Excel ✓ Statistical Methods & Tests Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation ✓ Data analysis & decision support - Data preparation, structuring and validation using SAS, R and SQL - Descriptive, exploratory and multivariate statistical analyses on business data - Production of performance indicators and actionable analyses to support decision-making ✓ Selection and implementation of methods - Preparation and structuring of databases - Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA) - Linear and logistic regressions - Factor analyses (PCA / MCA) - Mediation and moderation models - Classification / clustering 1) Academic support - Lectures, tutorials, projects and assignments in statistics - Help in understanding and interpreting the results - Preparation for exams and academic presentations 2) Statistical analysis - Descriptive statistics (univariate and bivariate) - Multivariate analyses - Data exploration and outlier detection 3) Statistical tests - Correlations (Pearson, Spearman, Cohen's Kappa) - t-tests (one and two samples, independent or paired) - Chi-square, binomial tests - z-scores and associated indicators 4) Statistical modeling - Linear regressions (simple and multiple) - Logistic regression - Interpretation of coefficients, diagnostics and validation of models 5) ANOVA & ANCOVA - One- or multi-factor ANOVA - Repeated measures ANOVA - Fixed and random effects - Post-hoc tests and effect sizes 6) Factor analyses - ACP / PCA (scree plot, factor scores, matrices) - Exploratory factor analysis - Factorial rotations - Validation and interpretation of structures and clusters ✓ Reporting & communication - Clear, structured and concise reporting of results - Visualizations tailored to decision-makers - Support for strategic and operational decision-making

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Master Microsoft Power BI – From Beginner to Advanced Data Analytics Unlock the power of data with Microsoft Power BI and learn how to transform raw information into meaningful insights and interactive dashboards. Whether you are a complete beginner, a university student, or a working professional looking to improve your analytical skills, this course will equip you with the practical knowledge needed to analyse data with confidence. As an experienced university lecturer and business analytics tutor, I provide hands-on, project-based lessons that focus on real-world applications rather than theory alone. Every session is tailored to your experience level and learning objectives. What you will learn Introduction to Microsoft Power BI Desktop Connecting to multiple data sources (Excel, CSV, SQL databases, SharePoint, and online services) Data cleaning and transformation using Power Query Data modelling and relationships Creating interactive reports and professional dashboards DAX (Data Analysis Expressions) fundamentals and advanced calculations Charts, maps, KPIs, slicers, and custom visualisations Drill-through, bookmarks, and report navigation Publishing reports to the Power BI Service Sharing dashboards and collaborating securely Best practices for business intelligence and data storytelling Why choose this course? Learn through practical, real-world business scenarios. Build professional dashboards from scratch. Receive personalised guidance based on your goals and experience. Develop skills that are highly valued by employers across finance, healthcare, business, marketing, operations, and data analytics. Improve your confidence in analysing, visualising, and presenting data effectively. Who is this course for? Beginners with no previous Power BI experience. University and college students. Business professionals and managers. Finance, accounting, HR, marketing, and operations professionals. Data analysts and aspiring Business Intelligence (BI) professionals. Anyone looking to develop in-demand data analytics skills. Lesson Format Lessons are available online and combine guided instruction, hands-on exercises, practical projects, and continuous feedback. By the end of the course, you will be able to create professional dashboards, automate reporting processes, and make data-driven decisions with confidence. Whether you are preparing for a new career, enhancing your professional skills, or working on a university or business project, this course will give you the practical Power BI expertise needed to succeed.

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I'm a developer coach with over 10 years of experience in website and database development. Holding a professional license and several industry-recognized certifications, he is a MySQL expert and able to walk you through the most complex requests. As a coordinated and passionate website builder, I am able to share my knowledge and experience with over 100's of people to help achieve their development goals. Many renewable projects are experienced and able to deliver high quality results. If you are looking for a talented developer coach to help you with your MySQL demands, please feel free to contact me.”

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Discover the Magic of Airtable: A Beginner's Guide to Database Bliss! Hey there! Are you intrigued by the idea of organising your life or business with a database tool but feel overwhelmed by the tech jargon? Don't worry, I've got your back! Join me for a laid-back class where we'll demystify the world of databases, starting with everyone's favourite: Airtable the no-coding needed database platform. I can show you the ropes of Airtable no need for fancy degrees or prior experience - just bring your curiosity and a willingness to learn! What's on the agenda, you ask? Well, we'll kick things off by getting cozy with the Airtable interface, so you can navigate like a pro in no time. Then, it's time to roll up our sleeves and dive into the juicy stuff: creating your own custom databases! Potential uses of Airtable bespoke creation: - Personal Task Management - Event Planning - Inventory Management - Content Calendar - Customer Relationship Management (CRM) - Project Management - Habit Tracking - Budgeting and Expense Tracking But hey, don't sweat it if you're not sure what kind of database you need. Whether you're a freelancer, small business owner, or just someone trying to keep track of your life admin, I'll help you brainstorm ideas and tailor your database to fit your unique needs. From managing contacts to tracking projects or even organizing your collection of cat memes (we don't judge!), Airtable's got you. And the best part? I can show you how to do it all without pulling your hair out in frustration! So, if you're ready to kick your spreadsheet game up a notch and embrace the zen of organized data, grab a spot with a class and let's get this database party started!

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Description: This course is a comprehensive introduction to database management, including design, administration, and integration into applications. Goals : Understand relational models and the use of the SQL language. Create and administer efficient and secure databases. Integrating foundations into modern applications. Course methods and format: Video courses: Guided practice on tools like MySQL or PostgreSQL. Flexibility: Exercises adapted to your specific projects. For who ? Students, developers or professionals wishing to master databases.

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This class covers statistics and statistical methods for data analysis which cuts across all industry and disciplines. Sample topics, Statistical calculations Statistical methods Statistical analysis Quantitative analysis Quantitative analysis techniques Non Quantitative data analysis Research methods Research methods paper section Mathematical analysis Statistical software and spreadsheets like Rsutdio, Excel, SPSS, and many others. and any statistical topic requests by students

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As a programmer and data engineer, I fully understand the academic and professional needs that are crucial for success in all sectors. We can learn everything from the basic syntax necessary to understand a language to advanced concepts such as backtracking and NLP.