AI and Machine Learning for Primary and Middle school levels

Van 66.98 $ /h

It goes without saying that computer programming is an essential skill in the 21st century. The kids today are much more hooked to the computer devices and more technologically oriented in their thinking. Taking this a step further, I am introducing AI and Machine Learning concepts suitable to be taught to school students in the primary and middle school levels. This class will be a sure shot booster to the students' thinking, logical reasoning and problem solving skills. It is important that before joining this class, the student knows some amount of computer programming whether it's syntax based (Python) or block based coding (Scratch). I offer a course on Python as well, in case it's needed by the student since it's a prerequisite for this course.
The course will be divided into multiple parts detailing the concepts behind AI, the AI project cycle, data acquisition, AI/ML modelling, execution and testing of the AI model. There will be an immersive journey into platforms like Teachable Machine by Google, PictoBlox by Stempedia, and Cognimates by MIT Media Lab. This course will be a launchpad for this super-active generation of learners, that doesn't get tired of exploring new stuff, to take their ideas a notch higher.

Extra informatie

A laptop, a good quality webcam and internet connection.

Locatie

Online vanuit India

Over

I am a software engineer by profession and an educator by heart. I have been working passionately in the field of k-12 education as well as mental well being for school students.
I like interacting with students and their parents on a frequent basis to get fresh perspectives of what they picture as good education. I also conduct regular sessions on stress and anxiety management for students who feel any such need.
I am also an automobiles enthusiast, and hence spend my free time, following the latest developments in the market. I have got a thing for literary fiction as well!

Opleiding

I have a 'bachelor of technology' degree in electrical engineering from IIT (BHU), one of the premier institutes in India. The 4 year curriculum had a vast exposure to Mathematics and physics apart from the core electrical engineering subjects. Studying from a prestigious institute, I can tell you one thing- your passion to learn is the only thing that will matter in the end.

Leservaring

-Regular school mathematics as well as Olympiad preparation.
-Taking lessons for MOEMS, Math counts, Math league etc.
-Taking math lessons for the UK based curriculum.
-Assisting students pursuing IBDP with AI SL and AA SL Mathematics
-Preparing students for Olympiads, SAT, ACT and other relevant US curriculum based exams.

Leeftijd

Kinderen (7-12 jaar oud)

Tieners (13-17 jaar oud)

Niveau van de leerling

Gemiddeld

Gevorderden

Duur

60 minuten

De les wordt gegeven in

Engels

Vaardigheden

Computerwetenschappen

Computer programmeren

Beoordelingen

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

SAT Math preparation | Concepts and Problem solving | Middle and High School

64.19 $ /h

SAT is an important step in a student's education journey. With that in mind, I have designed this class to have an exclusive focus on SAT Math and empower the students to excel in the SAT math paper. Success in SAT is all about the right guidance, sufficient amount of practice, and comprehensive syllabus coverage, each of which will be key focus areas in this class. I will let the students in on a variety of lesser known concepts and tricks that will enhance their problem solving speed to a great extent. But most importantly the emphasis will be on building the right concepts and logic. There will be different approaches for the Calculator and No calculator sections and likewise for the different topics (Algebra, Geometry, Probability), and custom designed worksheets to hit exactly the right areas. My sole aim through this class is to enable students to ace SAT Math and also fall in love with Math!

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Basic Math | Let's eliminate the fear one session at a time

57.21 $ /h

I specialize in teaching math to students from grades 4 till high school. I am an avid math learner, teaching for the past 5 years, covering various boards like IB, IGCSE, CBSE, ICSE. Math is an essential part of basic education irrespective of the educational board or the country of education. It is foundational for the student's career ahead.
My classes would be ideal for students of grades 5,6,7 and 8 that is middle school. The prime focus is on developing your thinking skills and removing the slightest strain of 'fear of math' by the end of the classes. You will be solving problems that students usually find tough, with ease and confidence. There will be surprise tests and quizzes, along with homework assignments. You will also get my self written reference material. So register now for a short demo. You'll enjoy learning.

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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

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Hi!

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🐍 Python Programming – Learn by Doing
Course Overview
This class is designed for anyone who wants to learn Python from scratch or strengthen their coding skills. Whether you’re a complete beginner or looking to apply Python in data analysis, automation, or web development, this course will guide you step by step with practical examples and projects.

What You’ll Learn
✅ Python basics: variables, data types, operators, and control flow

✅ Functions and modules: writing reusable, clean code

✅ Working with files and data (CSV, JSON, text)

✅ Object-Oriented Programming (OOP) concepts

✅ Libraries for real-world tasks (e.g., pandas, matplotlib)

✅ Problem-solving strategies and debugging techniques

Teaching Style
Hands-on learning: You’ll write code in every session.

Project-driven: Build mini-projects like calculators, data visualizations, or simple web apps.

Adaptable pace: Lessons tailored to your level and goals (academic, professional, or hobby).

Who Is It For?
Students preparing for exams or computer science courses

Professionals wanting to automate tasks or analyze data

Curious learners who want to start coding as a hobby

Practical Details
📍 Online or in-person (depending on your location)

⏱ Flexible scheduling to fit your availability

🧑‍🏫 Personalized guidance with clear explanations and exercises

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Want to learn Python in a clear and structured way?
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What will we cover?
Depending on your starting level, we can work on:
• Variables and data types
• Input and output
• If/else structures
• For and while loops
• Working with 1D and 2D lists
• Writing and using functions
• Working with files
• Basic error handling
• Programmatic thinking and problem solving
The content of the lessons is tailored to your goals, for example, for school, self-study, or exam preparation.
Lesson Structure
Each lesson consists of a combination of:
• Code analysis of sample programs
• Theory with concrete code examples
• Explanation of the underlying logic
• Exercises for independent practice
The goal is not just to learn what to type, but to understand why the code works and how to arrive at a solution yourself.
Who is this suitable for?
• Absolute beginners
• Students taking Python at school
• People who want to start programming
• Anyone looking for structured guidance
What can you expect?
• Personal guidance
• Explanation at your own pace
• Practical assignments
• Focus on understanding instead of speed
Not a fixed, standard course, but targeted guidance tailored to your learning process.

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-- 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 --
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-- 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!