Machine Learning for students, theory and algorithms

A partir de 92 $ /h

Machine Learning is a first-class ticket to the most exciting careers in data analysis today. As data sources proliferate along with the computing power to process them, going straight to the data is one of the most straightforward ways to quickly gain insights and make predictions.

Machine learning brings together computer science and statistics to harness that predictive power. It’s a must-have skill for all aspiring data analysts and data scientists or anyone else who wants to wrestle all that raw data into refined trends and predictions.

This is a class that will teach you the end-to-end process of investigating data through a machine learning lens. It will teach you how to extract and identify useful features that best represent your data, a few of the most important machine learning algorithms, and how to evaluate the performance of your machine learning algorithms.

Lugar

Conectado desde Israel

Acerca de mí

Led software projects and machine learning algorithms that solve real-life problems from scratch into production.

8 years of experience with software engineering , algorithm development and customer-facing experience.

Professional mentor and technical consultant; completed 220+ mentoring sessions with 5.0/5.0 rating on codementor.io; have been selected for 7 times as featured mentor of the week.

Developed ML algorithms for prediction of customer purchase behavior, customer segmentation, and future purchase status.

Masters graduate in computer vision and machine learning; introduced a new method of Multiple Object Tracking using Kernelized Correlation Filters which increased tracking accuracy by 4%.

Formación

Bahçeşehir Üniversitesi
M.A. of Computer Engineering
2014 – 2017
Areas of Study: Computer Vision. Artificial Intelligence. Machine Learning. Cyber Security. Network Cryptography

Birzeit University
B.A. of Computer Engineering
2007 – 2012

Experiencia / Calificaciones

Lead Software Engineer

Nov 2020 - Present (3 years 1 month)
Leading the technical design and implementation of a SAAS AI-based IT support tickets automatic
routing service. In addition to data ETL process and customer-facing follow up and support.
Technologies: Python, PostgreSQL, Node.js, Google Cloud GCP, Containers, Kubernetes,
Microservices, Airflow, Git

R&D Team Lead

2019 - Aug 2020 (1 year)
Leading a team of 4 developers in full-stack development and architecture of an e-commerce live
solution. In addition, developing machine learning algorithms for prediction of customer behavior.
Technologies: Node.js, Python, AWS, MongoDB, Redis, MySQL

Mentor
Codementor
Aug 2018 - Jul 2020 (2 years)
Providing software and technical consultancy, mentorship and support through one-to-one live sessions
for tasks in various technologies and programming languages.
Achieved more than 220 sessions with a rating of 5.0/5.0, and have been selected as a "Featured
Mentor" for six times.

Senior Software Developer

2017 - Jun 2018 (1 year)
Design, development and maintenance at 3 e-commerce projects. Starting from system design of
entities and components to implementation and maintenance.
Technologies: .NET, C#, SQL, Entity Framework, Blockchain Network, JavaScript, HTML, CSS
Achievements:
- Design and implementation of a Bitcoin mining web platform and Blockchain transaction
- Implementation and maintenance for e-commerce website

Full Stack Developer

2015 - 2017 (2 years)
Development and maintenance for e-commerce web site. Implementing payment methods API’s and all
other forms and views.
Technologies: .NET, C#, SQL,Javascript, HTML, CSS
Achievements:
o Integrated multiple payment methods and services: Papara, Wirecard Mobile Payment, Inininal
o Created new Coupon system for discounts and mailing and SMS messaging system for automated
daily messages

Software Engineer

May 2011 - Feb 2014 (2 years 10 months)
Worked on Cisco’s classification engine that recognizes a wide variety of applications, including webbased and other difficult-to-classify protocols that utilize dynamic TCP/UDP port assignments
Built Web applications in JavaScript. The application was used by company’s customers to display and
monitor web traffic and show different details in charts and tables

Edad

Niños (7-12 años)

Adolescentes (13-17 años)

Adultos (18-64 años)

Tercera edad (65+ años)

Nivel del estudiante

Principiante

Intermedio

Duración

30 minutos

45 minutos

60 minutos

La clase se imparte en

inglés

árabe

hebreo

turco

Habilidades

Informática

Programación

Comentarios

Disponibilidad en una semana típica.

(GMT -04:00)

Nueva York

En línea vía webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

SQL, mySQL, Databases: queries, views and ERD diagrams

69 $ /h

This course provides a step-by-step overview and instructions that help you get started with the SQL language. We use MSSQL, but you can use this course to get started with understanding data structures and techniques for all SQL engines including Access, Oracle and MySQL. We show you how to create SQL statements including SELECT, DELETE, UPDATE and INSERT. Then, we show you how to create and design tables. We show you how to create stored procedures, which allow you to run the same SQL statement multiple times without reprogramming your database. Finally, we show you how to use cursors, use transactions to preserve data integrity, and creating views for larger data sets.

Java, C, C# Programming for University Students in all levels

42 $ /h

Learning computer programming for university students in all levels. Could be very basic or for advanced courses. Suitable for reinforcement for university courses of: Java. Object Oriented, Data Structure, Advanced Java, Software Engineering, Database, Web Development.. etc. Can be given in: Java, C, C#, Javascript

Course Outline:

Section 1 - Getting Started

Java Basics
Data Types
Arrays and References
Operators and Constructs
Java Objects
Dynamic Memory Allocation
Java Methods
Java Strings

Section 2 - Cla1sses and Objects

Class Design
Fields and Access Control
Constructors
Method Overloading
Static Methods
Inheritance
Method Overriding
Using final and super
Abstract Classes and Methods
Dynamic Binding
Polymorphism

Section 3 - Working with Classes

Using instanceof
Interfaces
Exception Handling
Exception Objects
throw points, throws clause
try, catch, finally

Section 4 - User Interfaces

Window Applications
Layout Managers
Event Handlers and Listeners
Anonymous Classes and Lambdas
Java Swing APIs
Basic GUI Controls
Menus and MenuBars

Section 5 - Generics and Collections

Why Use Generics?
Generic Classes and Interfaces
Generic Iterators
Collections
ArrayList, LinkedList, HashMap

Section 6 - Threads

Thread States
Extending the Thread class
Timer Thread
Implementing the Runnable interface

Section 7 - File I/O

Input and Output Streams
Binary and Text Files
Files and Directory Methods

Matías

4.88

(85)

Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning.

This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied.

As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others.

I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly.

Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.

Antonin

4.88

(85)

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 :)

Frantz

4.88

(85)

Votre enfant a des difficultés scolaires ? Ensemble, changeons la donne rapidement !
« À mes yeux, aucun élève n’est vraiment en échec. Il y a simplement des élèves qui n’ont pas encore trouvé la méthode ou le Prof idéal.
Je suis Frantz, enseignant licencié en Pédagogie générale et en sciences de l’éducation, avec plus de 15 ans d’expériences dans l’enseignement.
Ma mission c'est de faire de chaque obstacle scolaire une nouvelle opportunité de réussite pour votre enfant.
Grâce à une pédagogie adaptée et personnalisée, j’identifie rapidement les blocages et mets en place des méthodes claires et motivantes qui redonnent confiance, stimulent l’envie d’apprendre et font progresser durablement.

Je suis spécialisé dans l’accompagnement scolaire de tous niveaux, en particulier pour les matières clés et la préparation aux examens. Mon cursus universitaire en pédagogie générale et en sciences de l’éducation me permet d’appliquer des approches pédagogiques modernes et efficaces, centrées sur les besoins réels de votre enfant.

Pratique, flexible, je propose des séances adaptées à votre emploi du temps, à domicile ou en ligne, selon votre préférence.
Une première séance d’évaluation peut être organisée pour cibler précisément les priorités. Les cours peuvent avoir lieu chez vous ou en ligne selon vos disponibilités.
Faites ce choix gagnant maintenant pour l’avenir scolaire de votre enfant !
Contactez-moi et offrons-lui ensemble les clés de la réussite !

Juan

4.88

(85)

La Inteligencia Artificial Generativa ya no es el futuro... es el presente. Pero saber usarla bien es lo que marca la diferencia entre alguien que “juega con prompts” y alguien que crea soluciones reales de negocio.

En este curso aprenderás a dominar herramientas como ChatGPT, modelos multimodales y técnicas avanzadas de prompting para resolver problemas reales en contextos empresariales. No se trata solo de teoría: construirás casos aplicados como asistentes internos, automatización de procesos y generación de contenido estratégico.

A lo largo del curso, combinaremos pensamiento de producto, analítica y técnicas de IA para que puedas diseñar soluciones que generen impacto medible.

Al finalizar, serás capaz de:

Diseñar prompts avanzados (cadena de pensamiento, few-shot, roles, etc.)
Crear asistentes inteligentes para negocio (ventas, soporte, operaciones)
Integrar IA en flujos reales (tipo Zapier / APIs / procesos internos)
Evaluar calidad, sesgos y errores (como alucinaciones)
Traducir necesidades de negocio en soluciones basadas en IA

Este curso es práctico, estratégico y orientado a resultados reales.

Jose

4.88

(85)

Looking to master your computer or learn to program from scratch? I'll help you understand technology in a simple and straightforward way.

In my classes, we cover everything you need to feel comfortable in front of the screen: from operating system management and file handling to programming fundamentals. My method focuses on helping you understand the logic (the "why" behind things) before moving on to more complex concepts.

Whether you need help organizing your computer, navigating safely, or taking your first steps in coding, I adapt the lessons to your pace and level. Learning computer science doesn't have to be frustrating; it just needs to be explained well.

Antonio

4.88

(85)

Soy profesor de Desarrollo de Aplicaciones Web y ofrezco clases de apoyo para estudiantes que quieran mejorar su nivel en programación y desarrollo web, tanto desde cero como para reforzar asignaturas concretas del ciclo DAW.

En las clases podemos trabajar contenidos como HTML, CSS, JavaScript, PHP, bases de datos SQL, Laravel, APIs, Vue, Git y resolución de ejercicios o proyectos. También puedo ayudarte a entender la lógica de programación, preparar exámenes, revisar prácticas y mejorar la estructura de tus trabajos.

Las clases se adaptan al nivel y ritmo de cada alumno. Mi objetivo es que no solo apruebes, sino que entiendas bien los conceptos y seas capaz de aplicarlos de forma práctica en tus proyectos y ejercicios.

Jonathan

4.88

(85)

The first steps when starting to study programming with languages like Python or C can be overwhelming, so I seek to teach these tools in a clear way, adapted to the student and with new tools that make learning more enjoyable and effective.
I have demonstrable outstanding grades in these languages and more than a year of experience teaching in different areas, in addition to my own study material.

The classes are held online, but you can inquire about my travel arrangements.

Daniel

4.88

(85)

Clases de Java y Desarrollo Web para todos los niveles. Aprende desde los fundamentos de la programación hasta crear aplicaciones web completas con HTML, CSS, JavaScript y Spring Boot. Metodología práctica, con proyectos reales y ritmo adaptado al alumno.

Andrés

4.88

(85)

Este curso ofrece una formación integral en el desarrollo de aplicaciones empresariales utilizando Java y el ecosistema Spring, uno de los frameworks más demandados en el desarrollo backend moderno. Está diseñado para proporcionar tanto fundamentos sólidos como habilidades prácticas orientadas al entorno profesional.

Objetivos del curso:
- Comprender la arquitectura y principios del desarrollo backend con Java.
- Dominar el uso de Spring Framework y sus módulos principales.
- Construir aplicaciones robustas, escalables y mantenibles.
- Integrar bases de datos, servicios REST y herramientas modernas del ecosistema Spring.
- Aplicar buenas prácticas de desarrollo, testing y despliegue.

Rubén

4.88

(85)

Stuck with SMR, ASIR, networks, systems, or cybersecurity? Don't worry: you don't need a miracle, just someone who can explain it clearly. I'm an SMR technician (top of my class) and currently studying ASIR. I have experience in support, systems, and cybersecurity for companies in Spain and Portugal, and I run an ethical hacking blog where I make complex concepts understandable.

I work with students who need to pass retakes, prepare for exams, complete internships, or finish final projects. My goal is for you to master with ease what frustrates you today tomorrow. Don't memorize: understand. Don't pass: excel.

📌 I teach:
• SMR, ASIR, ICT and IT from scratch
• Networking, Linux, Windows Server, databases and cybersecurity

🧩 Methodology:
I explain step by step, using real-world examples, a digital whiteboard, diagrams, and my own exercises. Each class is tailored to your level, your pace, and your subjects. I focus on ensuring you understand what you're doing and why.

🎯 What are you taking with you?
• Clear and straightforward explanations
• Exam preparation and retakes
• Help with internships, assignments, and projects
• Answering questions even outside of class
• To truly move forward, not just to pass

Contact me and start making real progress 🚀

Eric

4.88

(85)

Soy graduado en Desarrollo de aplicaciones Web. Ofrezco clases para aprender fundamentos de programación para personas que quieran iniciar en este campo o para gente que quiere entender cómo funciona la programación.
Puedes preguntar sin ningún compromiso.

Gilberto

4.88

(85)

Developing apps or web pages tends to seem very complex, but it is something that can be broken down into very simple to understand parts. Software helps us understand the digital world of today and empowers one to find better ways approach problems we face. In this class I not only teach how to use the tools, but also impart with computational and design thinking and how technology helps us.

I will develop a personalized project, an action plan to gather the information we need, and execute it.With React I can show how to make apps accessible, localized languages, and reach any goal they want to complete. App Inventor is simpler, but we will reach the same basic learning goals.

Ommani

4.88

(85)

En la era de la información, nuestros datos son nuestro activo más valioso. Este curso ofrece un recorrido por los hábitos digitales que marcarán la diferencia en tu seguridad. Aprenderás el uso de gestores de contraseñas, la importancia de la verificación en dos pasos y cómo mantener una identidad digital sólida y libre de riesgos, todo explicado en un lenguaje claro y cercano.

Lina

4.88

(85)

Learn Excel in a practical way, focused on real-world work situations. This isn't a theoretical course: from the very first class, you'll work with applied exercises that will help you gain confidence and improve your professional profile.

It is aimed at people who want to start from scratch or improve their level of using Excel in their work, studies or personal projects.

In classes you will learn to:

Master Excel from basic to intermediate/advanced level
Use key formulas such as SUM, IF, VLOOKUP/XLOOKUP
Create pivot tables to analyze information
Clean and organize data efficiently
Design clear reports and basic dashboards
Applying Excel to real-world business cases

The classes are personalized according to your level and goals. We can work with your own files or with practical exercises that simulate real-life situations.

My approach is for you to learn quickly, understand what you're doing, and be able to apply it immediately.

I'm an Electronics Engineer with experience in data analysis and marketing analytics. I've worked with tools like Excel, Power BI, and RapidMiner on real-world projects, so I can teach you not only "how" but also "why" to use Excel in the workplace.

Julieta

4.88

(85)

Aprender a programar abre muchísimas puertas, y con el enfoque correcto es una habilidad al alcance de todos. Mis clases están diseñadas para guiarte paso a paso, desde los conceptos fundamentales de la lógica de programación hasta el desarrollo y estructuración de proyectos reales.

Ya sea que busques herramientas para dar tus primeros pasos en el mundo IT, necesites apoyo con materias de la facultad, o quieras aprender a fondo un lenguaje específico, adaptaré el plan de estudios a tus objetivos particulares.

¿Qué podemos aprender juntos?

Lógica de programación y algoritmos.

Lenguajes como Python, Java, C#, Lua o SQL.

Resolución de problemas y buenas prácticas de escritura de código.

Trabajaremos con ejemplos prácticos, ejercicios reales y paciencia para asegurar que cada concepto quede claro. ¡Consultame por tu nivel y armamos un plan a tu medida!