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Since May 2020
Instructor since May 2020
Learn Data Science and improve your career | Teaching Data Science from home!
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From 116 C$ /h
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I am a data scientist and I would like to teach people data science who even don't have any programming skills;
I will give you PDFs for each of the class and take tests so that you can improve yourself;
There will be a 10 minutes free Q/A session if you do the 1-hour sessions;

I will give you a discount if you buy the full package;
Extra information
You need to know basic computing and math.
Location
location type icon
Online from Bangladesh
About Me
I am a professional data scientist for the last 2 years and I have been teaching people data science and data visualization for over 6 months using Zoom or Skype;
Education
University of Alberta
Degree NameDoctor of Philosophy - PhDField Of StudyComputer Science
Dates attended or expected graduation2020 – 2025


Shahjalal University of Science and Technology
Shahjalal University of Science and Technology
Degree NameBachelor of ScienceField Of StudyPhysics
Dates attended or expected graduation2011 – 2017


Shahjalal University of Science and Technology
Shahjalal University of Science and Technology
Degree NameB.Sc.(Engg) [Second Major]Field Of StudyComputer Science
Dates attended or expected graduation2013 – 2016


Sylhet M.C. College
Sylhet M.C. College
Degree NameHSC/A-LevelField Of StudyScienceGrade5.0
Dates attended or expected graduation2009 – 2010
Experience / Qualifications
Authlab Limited
Data Scientist
Company NameAuthlab Limited Full-time
Dates EmployedFeb 2018 – Present
Employment Duration2 yrs 4 mos
LocationSylhet
• Data mine and analyze from company’s data repositories
• Data visualize and A/B testing framework
• Develop custom data models and algorithms
• Check post-production performance and data accuracy
• Machine learning and product market prediction

Packt Publishing
Author
Company NamePackt Publishing Contract
Dates EmployedAug 2015 – Present
Employment Duration4 yrs 10 mos
LocationBarningham, Suffolk, United Kingdom
Packt Publishing provides books, eBooks, video tutorials, and articles for IT developers, administrators, and users.
I have been writing for more than 5 years. Few of my books and video series published here. I hope in future more content will be published here.

Mozilla
Mozilla Reps
Company NameMozilla
Dates EmployedFeb 2015 – Present
Employment Duration5 yrs 4 mos
LocationSan Francisco Bay Area
Spreading Mozilla to common people.

The community is the backbone of the Mozilla project. As the Mozilla project grows in scope and scale, community needs to be strengthened and empowered accordingly. This is the central aim of the Mozilla Reps program: to empower and to help push responsibility to the edges in order to help the Mozilla contributor base grow.

The Mozilla Reps program provides a simple framework and specific tools to help volunteer Mozillians become official representatives of Mozilla in their region. Anyone who is passionate and knowledgeable about Mozilla and who is ready to dive deeper into the project can sign-up for the program. The Mozilla Reps program helps push responsibility and authority further outwards, to more Mozillians, making it much easier for volunteers to organize and/or attend events, recruit and mentor new contributors, and better support their local communities.

When joining the program, a Mozilla Rep agrees to take on the following responsibilities:

represent Mozilla in their country/region
promote the Mozilla Project and our mission
build on and support existing/future local community efforts and programs
inspire, recruit and support new contributors
support and mentor future Mozilla Reps
the document clearly all his/her activities
…
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Crossover
Technical Content Specialist
Company NameCrossover Contract
Dates EmployedJun 2018 – Oct 2018
Employment Duration5 mos
LocationFrost Bank Tower 401 Congress Ave, Austin.
Transform and validate XML documents;
Troubleshoot data conversion issues; coordinate with appropriate personnel to solve programming and content-related issues;
Assist in workflow development; development of tools to ensure data integrity;
Develop a thorough understanding of NLM XML format to support in-house and outside users;
Develop website, with the goal towards better display, retrieval, and search of book content;
…
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WhatsApp Inc.
Remote QA Engineer
Company NameWhatsApp Inc. Contract
Dates EmployedMar 2018 – Jun 2018
Employment Duration4 mos
LocationWillow Rd, Menlo Park
Review requirements, specifications and technical design documents to provide timely and meaningful feedback
Create detailed, comprehensive and well-structured test plans and test cases
Estimate, prioritize, plan and coordinate testing activities
Design, develop and execute automation scripts using open source tools
Identify, record, document thoroughly and track bugs
Perform thorough regression testing when bugs are resolved
Develop and apply testing processes for new and existing products to meet client needs
Liaise with internal teams to identify system requirements
Monitor debugging process results
Investigate the causes of non-conforming software and train users to implement solutions
Track quality assurance metrics, like defect densities and open defect counts
Stay up-to-date with new testing tools and test strategies
…
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HEXit
Co Founder and Chief Technology Officer
Company NameHEXit Self-employed
Dates EmployedMar 2017 – Jan 2018
Employment Duration11 mos
LocationBangladesh
As the Chief Technology Officer of HEXit I have the following responsibilities
1. I lead, in conjunction with the Board, the development of the
HEXit's strategy;
2. I lead and oversee the implementation of the Hexit’s long and
short term plans in accordance with its strategy;
3. I ensure the HEXit is appropriately organized and staffed and to
have the authority to hire and terminate staff as necessary to enable it
to achieve the approved strategy;
4. I ensure that expenditures of the HEXit are within the authorized
annual budget of HEXit;
5. I assess the principal risks of the HEXit and to ensure that these
risks are being monitored and managed;
6. I ensure effective internal controls and management information
systems are in place;
7. I ensure that the HEXit has appropriate systems to enable it to
conduct its activities both lawfully and ethically;
8. I ensure that the HEXit maintains high standards of corporate
citizenship and social responsibility wherever it does business;
9. I act as a liaison between management and the Board;
10. I communicate effectively with shareholders, employees, Government
authorities, other stakeholders and the public;
11. I ensure that the Directors are properly informed and that sufficient
information is provided to the Board to enable the Directors to form
appropriate judgments;
12. I ensure the integrity of all public disclosure by the Company;
13. I request that special meetings of the Board be called when
appropriate;
14. I do in concert with the Chairman, to determine the date, time and location
of the annual meeting of shareholders and to develop the agenda for
the meeting;
15. I abide by specific internally established control systems and
authorities, to lead by personal example and encourage all employees
to conduct their activities in accordance with all applicable laws and the
Company’s standards and policies, including its environmental, safety
and health policies
…
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WELCOME TO THE HEXit
WELCOME TO THE HEXit
Omnica Corporation - Product Development
Medical Hardware Designer
Company NameOmnica Corporation - Product Development Contract
Dates EmployedOct 2017 – Nov 2017
Employment Duration2 mos
LocationRockfield Blvd
Design and development of analog and digital circuits such as power supplies, batteries, signal acquisition and conditioning, and microcontrollers
Design and analysis of analog and digital circuits to meet critical safety, reliability, and EMC requirements
Development of system-level and hardware-level product requirements and specifications
System integration with mechanical and software sub-systems and components
Create and support test protocols for the verification and validation of hardware and embedded software
Partner closely with other team members including software, mechanical, quality, validation, regulatory, and manufacturing to successfully bring the product to market
Transfer design to production by collaborating with manufacturing on tools, processes, and training
Support products in production by conducting root cause analysis, risk analysis, and implementing corrective actions
…
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Shenzhen Gooky Technology Co. Ltd
Circuit Design Engineer
Company NameShenzhen Gooky Technology Co. Ltd Freelance
Dates EmployedJul 2017 – Oct 2017
Employment Duration4 mos
LocationShenzhen, China
Creates new embedded system hardware designs, including requirements specifications and system models, and verifies the feasibility of the concept using systems analysis and simulations.
Implements and verifies new electronic hardware systems including specifications, requirements analysis, design, design verification test specifications and design verification test results.
Develop hardware designs using schematic capture and PCB design software.
Participate in design reviews and coordinate with team members to assure that designs meet system goals.
Works with management to present project proposals including the design concept, statement of work, schedule and budget to the customer.
Participates in customer and project team meetings to ensure schedule milestones, budget and customer expectations are met.
…
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SwapnoBangla Group
Company NameSwapnoBangla Group
Total Duration1 yr 1 mo
TitleDirector of SwapnoBangla IT
Dates EmployedMar 2016 – Mar 2017
Employment Duration1 yr 1 mo
LocationSylhet
From managing the team to calculating the yearly budget, I have done a good number of duties while I was working here. Since it was a startup and I learned a lot from it. My duties as the director are as follow:
• Overseeing technical projects in alignment with organizational goals
• Directing the effective delivery of networks, development, and disaster recovery systems and processes
• Working with information engineers to find solutions to manage business activities
• Supervising a team of workers, while working closely with management, external vendors and advisors
• Preparing financial budgets and presenting proposals for capital projects to senior executives
• Researching and recommending new products
• Identifying new market opportunities
• Leading efforts to improve IT processes
…
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SwapnoBangla IT
SwapnoBangla IT
TitleSoftware Engineer
Dates EmployedMar 2016
Employment Duration1 mo
LocationSaleha Garden, SUST gate, Akhalia, Sylhet
• Implemented designs, including experimentation and multiple iterations.
• Modified existing software to correct errors, upgrade interfaces and improve performance.
• Directed software design and development while remaining focused on client needs.
• Worked closely with other team members to plan, design and develop robust solutions in a timely manner.
• Interfaced with business analysts, developers and technical support to determine the best requirement specifications.
• Determines operational feasibility by evaluating analysis, problem definition, requirements, solution development, and proposed solutions.
• Documents and demonstrates solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code.
• Prepares and installs solutions by determining and designing system specifications, standards, and programming.
• Improves operations by conducting systems analysis; recommending changes in policies and procedures.
• Obtains and licenses software by obtaining required information from vendors; recommending purchases; testing and approving products.


Welcome to SwapnoBangla Group
Welcome to SwapnoBangla Group
Wix.com
Data Developer
Company NameWix.com Freelance
Dates EmployedFeb 2015 – Apr 2015
Employment Duration3 mos
LocationTel Aviv Area, Israel
Be responsible for designing, implementing and maintaining data pipelines from different sources.
Design, implement and support robust, scalable solutions to enhance business analysis capabilities, identify gaps and design processes to fill them.
Work with analysts and product managers to understand business priorities and translate requirements into data models.
Collaborate with various stakeholders across the company like data developers, analysts, data science, finance, etc, in order to deliver team tasks.
Collaborate with a broad forum of experts and stakeholders, including architects and engineers, to create high-quality deliverables.
Own the data development process end-to-end including business understanding, methodology, QA and maintenance.

Apple
Content Support Engineer
Company NameApple Part-time
Dates EmployedOct 2014 – Feb 2015
Employment Duration5 mos
LocationSingapore
• Research and identify solutions to software and hardware issues
• Diagnose and troubleshoot technical issues, including account setup and network configuration
• Ask customers targeted questions to quickly understand the root of the problem
• Track computer system issues through to resolution, within agreed time limits
• Talk clients through a series of actions, either via phone, email or chat, until they’ve solved a technical issue
• Properly escalate unresolved issues to appropriate internal teams (e.g. software developers)
• Provide prompt and accurate feedback to customers
• Refer to internal database or external resources to provide accurate tech solutions
• Ensure all issues are properly logged
• Prioritize and manage several open issues at one time
• Follow up with clients to ensure their IT systems are fully functional after troubleshooting
• Prepare accurate and timely reports
• Document technical knowledge in the form of notes and manuals
• Maintain jovial relationships with clients
…

Google
Javascript Engineer Intern
Company NameGoogle Internship
Dates Employed2015
Employment Durationless than a year
LocationMountain View, California
Couldn't join due to family emergency

Apple
Apple Technical Support Advisor
Company NameApple Contract
Dates EmployedJan 2014 – Aug 2014
Employment Duration8 mos
LocationSacramento, California, United States
Resolving end user inquiries by utilizing multiple technologies including telephony, chat, and web-based inquiries
Striving for one-call resolution of customer issues while communicating appropriate options in a timely and professional manner
Managing and resolving identified client issues for assigned customer accounts
Documenting information into web-based ticketing system
Searching and navigating the knowledge base to identify appropriate resolution for client issues
Escalating unique issues or inaccurate information contained in the knowledge base to the immediate supervisor for resolution
Projecting favorable image of the company to promote its objectives and goals that enhance client relationships
Participating in internal training programs to expand knowledge and support multiple clients
Providing delightful, efficient, and accurate resolutions to customer inquiries
Completing special projects as requested by management
Installing, maintaining, and troubleshooting computers, printers, phones, and other peripheral equipment
Troubleshooting hardware and software issues
Completing software installations
Establishing good relationships with all departments and colleagues
Serving as the first point of contact for customers seeking technical assistance over the phones, chats, and emails

Mozilla Corporation
Software Engineer
Company NameMozilla Corporation Contract
Dates EmployedAug 2012 – Dec 2013
Employment Duration1 yr 5 mos
Write clean, performant, open source, and standards compliant code
Review code from other team members (as well as get your own code reviewed)
Maintain effective unit tests and documentation
Participate in stand-ups, bug triages, retrospectives, and other team meetings
Age
Teenagers (13-17 years old)
Adults (18-64 years old)
Seniors (65+ years old)
Student level
Beginner
Intermediate
Advanced
Duration
30 minutes
60 minutes
The class is taught in
English
Availability of a typical week
(GMT -04:00)
New York
at teacher icon
Online via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
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Pitfalls to absolutely avoid.
18. Guided practical exercise
Creation of a concrete class (product, user, etc.).
19. Assessment Quiz (Multiple Choice Questions)
To validate the actual understanding of the concepts.

🛠️ Teaching method: Understand before writing

This training program is based on a progressive and pragmatic approach:
Clear and illustrated explanations
Concrete examples from real projects
Simple but effective exercises
Constant questioning to avoid rote learning
Adaptation to the learner's level and pace
Here, we don't "recite OOP" — we understand it.

🚀 Learner's result

At the end of the training, you will not only know how to write a JavaScript class.
You will know:

1- Why does it exist?
2- When to use it
3- and when not to use it

You will leave with:
a solid understanding of OOP
a cleaner and more professional code
an ideal foundation for learning React, Node.js or any other modern framework
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I offer engaging and easy-to-understand online classes in Mathematics, Physics, and Computer Science.
My lessons are designed to make difficult concepts simple through clear explanations and practical examples.
I adapt my teaching style to each student’s level, learning pace, and individual needs.
Whether you need help with school topics, homework, exam preparation, or building strong fundamentals, I’m here to help. My goal is to make learning enjoyable while helping every student improve their confidence and achieve better results.
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Learn PowerShell through practical, one-on-one training focused on real-world Windows administration.

This course is designed for IT professionals, system administrators, IT support technicians, and career changers who want to develop practical PowerShell skills for managing Windows Server, Active Directory, and Microsoft Exchange environments.

Topics Covered
PowerShell fundamentals and command structure

Working with PowerShell commands, cmdlets, parameters, and objects

Variables, operators, conditions, and loops

Working with files, folders, and Windows processes

Managing Windows Server with PowerShell

Creating and managing Active Directory users, groups, and computers

Active Directory administration and automation

Bulk user and account management

Searching and filtering Active Directory objects

PowerShell for Microsoft Exchange Online

PowerShell for on-premises Exchange Server

Managing Microsoft 365 and Exchange objects with PowerShell

Writing reusable PowerShell scripts

Error handling and troubleshooting

Automating repetitive administrative tasks

Practical scripting exercises based on real IT administration scenarios

Who Is This Training For?
This training is suitable for:

IT Support and Help Desk professionals

Desktop Support technicians

Windows Administrators

System Administrators

Microsoft 365 Administrators

Network/IT professionals

Students preparing for an IT career

Career changers entering the IT field

Anyone who wants to automate Windows administration tasks

No advanced programming background is required. We can start with the fundamentals and progress toward practical administration and automation.

Lessons are one-on-one and customized to your current knowledge and career goals, with an emphasis on hands-on exercises rather than theory alone.

If your goal is to learn PowerShell for Windows Server, Active Directory, Microsoft 365, or Exchange administration, this training can be tailored specifically to your needs.
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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.
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As a Franco-Belgian management teacher, I give Excel lessons with passion!
Whether remotely or face-to-face, I offer many examples and exercises to accompany you.
I travel without problem throughout the region of Brussels and its surroundings, for lessons of at least 2 hours. For France, courses are only given remotely.

Here are some key words that will be covered in my classes:
Scenario analysis, Year, Rounding, Today, Bdnb, Bdnbval, Bdsum, Search, Column, Copy/paste in values, Copy/paste with transposition, Consolidation, Date, Datedif, Determat, Dollar, Right, Righterg, Equiv, Esterror, Estna, Frequency, Filter (simple and advanced), Format of cells, Left, Large.Value, Printing of documents, Index, Indirect, Inversemat, Day, Weekday, Line, Matrix, Max, Maxa, Max.Si, Min , Mina, Mina.If, Formatting of cells and ranges, Month, Average, Average.If, Nb, Nb.If, Nbval, Naming of cells and ranges, No, Small.value, Product, Productmat, Protection of cells, Lookup (Lookup), Lookupv (VLookup), Lookuph (HLookup), If (If), If.Not.Disp, If.Conditions, Iferror, Sum, Sumproduct, Sum.If, Sum.If.Set, Substitute , Pivot tables, Sorting, Cell locking

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If you’ve ever felt that science and math are difficult, it’s probably because no one showed you how to think like a problem solver.
In my classes, you’ll learn not just formulas or code but how to truly understand concepts, apply them, and build strong logical intuition.

I teach:
• 🔢 Mathematics: From algebra and calculus to applied problem-solving for real-world use.
• 💻 Computer Science: Coding fundamentals (Python, C++), algorithms, and logical thinking for beginners and intermediate learners.
• ⚛️ Physics: Mechanics, thermodynamics, and practical examples that make abstract ideas simple and visual.

As a Software Engineer and Master’s student in Engineering at Nagoya University, I bring both academic knowledge and hands-on experience from real projects. My teaching approach is interactive, visual, and deeply focused on understanding over memorization.

Let’s turn complex problems into clear, step-by-step insights — and make learning something you genuinely enjoy.
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Don't settle for anything less than excellence.
I am an Aerospace Engineer with a Master's degree in Quantum Physics and have completed Ph.D. work at the University of Cambridge in Computational Physics. Additionally, I have 4 years of experience developing MATLAB and possess deep programming skills in MATLAB/Simulink family, C/C++, Fortran, and Python.

With over 12 years of tutoring experience, I have successfully guided more than 50 students worldwide to achieve distinction in various fields. Consistent results are my priority, and I strive for excellence in all aspects of my teaching.

My lessons are customized to meet each student's unique needs and are designed to be engaging and insightful.

Whether you are at a school level or require advanced or professional-level instruction, I offer support in the following areas:
- Preparation for IB/IA, A-Levels, GCSE, University Entry, or equivalent.
- Experience in preparing students to access world-class schools and universities, including Cambridge University, Oxford, Ivy League and other top institutions in the UK and US.
- University levels (undergraduate and postgraduate).
- High school studies and diploma programs.
- Assistance with specific projects at a professional level, including job interview preparation.
- Extensive experience working with children.

Every lesson is meticulously planned in advance to ensure that it aligns with your goals and targets areas for improvement.
I prioritize a dynamic and interactive learning experience, with one-on-one sessions tailored to your individual requirements. Lessons will be conducted via webcam, enabling you to connect from anywhere.

I have a highly flexible schedule and can adapt to accommodate your needs.
If you have any questions about my teaching method, availability, or pricing, please don't hesitate to reach out. I am here to assist you and provide the support you need.
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Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
- Descriptive and inferential statistics (the ones that actually matter)
- Data cleaning, exploration, and visualization
- Regression, classification, and intro to machine learning
- Time series and forecasting basics
- R for statistical analysis and academic research

Who this is for:
- University students in statistics, economics, engineering, or biology
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- Researchers who need to process and present data properly

I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.
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You will learn Systematic Reasoning & Logical Thinking which is a requirement for entering Computer Science program in many universities.
The book “Delftse Foundations of Computation” especially its second chapter will be the main source of our lesson, but other more in-depth books will be also covered if you want to improve even further on logical thinking.
The topics in our lesson include:
• Propositional Logic: Logical operators; Precedence rules; Logical equivalence; Implications in English; Exclusive or; Universal operators; Classifying propositions
• Boolean Algebra: Substitution laws
• Logic Circuits: Logic gates; Combining gates to create circuits; From circuits to propositions; Disjunctive Normal Form; Binary addition.
• Predicate Logic: Predicates; Quantifiers; Tarski’s world and formal structures;
• Deduction: Valid arguments and proofs; Proofs in predicate logic

If you have any additional questions before starting a class, please feel free to ask me. I am here to assist! :)
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Master Python with Personalized Courses

Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels.

Why Choose My Courses?

Personalized Teaching Approach: Each course is tailored to your skill level and individual goals.

Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

Ongoing Support: Get unlimited email support for any questions you have between sessions.

As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey.

Book Your First Lesson:

Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.
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I teach Python specifically for finance and data applications - the kind used in economics, business analytics, and quantitative programs. This isn't a general "learn to code" course; it's built around real financial data, benchmarking, and the workflows you'll actually use in coursework or early career work.

Topics include:
Python fundamentals through a finance lens (data structures, functions, control flow).
Working with financial data and datasets.
Performance benchmarking and writing efficient code.
Applying concepts from Hilpisch's Python for Finance.
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With over seven years of experience in teaching Computer Science & Information Technology (ICT), I have developed a strong expertise in delivering high-quality education across multiple internationally recognized curricula, including Cambridge IGCSE, GCSE, A-Levels, O-Levels, and Checkpoint. My passion lies in equipping students with coding, cybersecurity, and digital literacy skills, ensuring they are well-prepared for the evolving demands of the digital world.

Expertise & Teaching Areas:
✅ Programming & Software Development: Python, Java, C++
✅ Cybersecurity: Ethical hacking, data protection, network security
✅ Digital Literacy: ICT applications, online safety, cloud computing
✅ Data Science & AI: Data analysis, machine learning fundamentals
✅ Web Development: HTML, CSS, JavaScript

Curriculum & Pedagogical Experience:
🔹 Cambridge IGCSE & GCSE ICT & Computer Science – Teaching core and extended syllabi, focusing on programming logic, databases, and networking.
🔹 Cambridge A-Levels & O-Levels Computer Science – Preparing students for advanced computing concepts, problem-solving, and algorithm development.
🔹 Cambridge Checkpoint ICT – Building foundational skills in digital technology and computer applications.

Professional Impact:
📌 Mentored students to achieve top grades in Cambridge ICT & Computer Science exams.
📌 Developed interactive lesson plans integrating real-world applications of technology.
📌 Conducted coding boot camps and cybersecurity workshops to enhance practical learning.
📌 Guided students in project-based learning, including app development and website design.

With a strong commitment to student-centered learning and technological innovation, I am dedicated to shaping future tech leaders and empowering learners with skills relevant to careers in technology, data science, and software development.
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This course introduces students to the fundamentals of Information and Communication Technology (ICT) and its role in modern society. Topics include computer hardware and software, digital communication tools, internet technologies, data management, cybersecurity, and emerging trends. Students will gain practical skills in using productivity software, conducting online research, and understanding the ethical and responsible use of digital resources. The course emphasizes both technical proficiency and digital literacy, preparing learners to confidently navigate and contribute to a technology-driven world.
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Objective: To understand AI without fear, to use it to simplify one's life, to know how to identify digital traps, and to use Word, Excel, etc. without difficulty.

1: Demystifying AI (What exactly is it?)
AI is not a movie robot: Difference between fiction and reality.

How it works (simply): The image of the "giant library": AI has read billions of books and uses them to predict the continuation of a sentence or create an image.

Where is it already present? Spell checkers, Netflix/YouTube suggestions, GPS, and voice assistants (Siri/Alexa).

2: Using AI to make life easier
Conversing with AI (ChatGPT, Claude, Gemini):

Ask him to write an administrative email or a complex letter.

Summarize a long newspaper article or document.

Plan a travel itinerary or find recipe ideas with what's left in the fridge.

AI for creativity and memory:

Generate images to illustrate a birthday card (Midjourney, DALL-E).

Using AI to restore or colorize old family photos.

3: Learning to "talk" to AI (The Art of the Prompt)
The context method: Why "Give me a cake recipe" is less effective than "I am allergic to gluten and I am hosting 4 people, give me a simple chocolate cake recipe".

The expert's role: Learning to tell AI "Act like a travel guide" or "Act like an expert gardener".

4: Precautions and Critical Thinking (The Survival Guide)
"Hallucinations": Understand that AI can make false claims with complete certainty (never take medical or legal advice from AI without verification).

Privacy protection:

Never give sensitive data (social security number, passwords, bank details) to an AI.

Knowing that everything we write to the AI is potentially used to train it.

Spotting "Deepfakes":

How to recognize a doctored image or video (details on the hands, strange reflections, slightly metallic voice).

Verify the information: the golden rule of cross-referencing sources.

5: Ethics and Impacts (To go further)
Copyright: Who owns an image created by AI?

The environmental impact: The water and energy consumption of AI servers.

The future: Will AI replace us or assist us?
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Do you find it difficult to visualize vector spaces or struggle with the complexity of long matrix calculations? This course is specifically designed to simplify "linear algebra" and transform it from an abstract and boring subject into something understandable and enjoyable.
What will you learn in this course?
• Mastering matrices: A detailed explanation of multiplication operations, finding the inverse using the Gauss-Jordan method, and calculating determinants in the fastest ways.
• Solving systems of equations: Mastering Cramer's Rule and Row Echelon Form methods to ensure full marks in midterms.
• Understanding Vector Spaces: A deep explanation of the concepts of (Basis, Dimension, Subspaces) in a simplified style that links theory to application.
• Eigenvalues & Eigenvectors: Explanation of this essential section that is frequently repeated in final exams, along with its applications in programming and artificial intelligence.
Why join us?
We not only explain the laws, but we also provide you with solved past years' "collections" for universities (KSU, KAU, KFUPM), with intensive practice on the most frequently asked questions, and explanations of terms in both Arabic and English to overcome the language barrier.
Do you feel that linear algebra is a collection of endless riddles and matrices? Do you struggle to understand the relationship between "vectors" and the programming or engineering reality? This course is not just an academic explanation, but a comprehensive roadmap designed to take you from a stage of confusion to a stage of "absolute mastery".
Why choose this particular course?
We know that students at Saudi universities (such as King Saud University, King Abdulaziz University, Prince Sattam University, and Taif University) face the challenge of English language proficiency and the weight of the curriculum in the three-semester system. Therefore, we have divided the content into focused training modules that cover every aspect of the required textbook (whether it's Howard Anton or David Lay's reference).
1. Matrices and Linear Equation Systems Unit (Matrices & Systems):
• Explanation of advanced solution methods: (Gaussian Elimination) and (Gauss-Jordan).
• Secrets to finding the inverse of a matrix and its determinants without computational errors.
• Practical applications of equation systems related to reality.
2. A Journey Through Vector Spaces:
• Simplifying abstract concepts such as (Subspaces, Linear Independence, Basis, Dimension).
• How to easily differentiate between real vector spaces and subspaces.
3. Linear Transformations and their relation to programming:
• How to transfer data from one space to another (Kernel and Range).
• The relationship between matrices and linear transformations and how they are used in image processing.
4. The top of the pyramid: Eigenvalues & Eigenvectors:
• Explanation of the "Characteristic Equation".
• How to calculate (Diagonalization) and use it to raise powers to large matrices.
What makes us different from others?
• Collections Bank: Exclusive solutions for the years 2024, 2025 and 2026 for the most important midterm and final exams in the Kingdom.
• Terminology support: The material is explained in Arabic while retaining the English terminology to ensure you excel on the exam paper.
• Quick-solving techniques: We teach you how to verify the accuracy of your solution using a scientific calculator to save time in the exam hall.
Join over 500 students who have benefited from these explanations and turned their struggles in math into impressive success. Don't let matrices hold you back from your dream of graduating with a high GPA!
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These courses are part of a structured and progressive training in Object-Oriented Programming (OOP) with JavaScript, designed for beginner or intermediate developers who want to understand in depth how the language works, write clearer, more maintainable code and prepare themselves calmly for modern frameworks like React ⚛️.

Object-Oriented Programming is often perceived as complex or abstract.

My goal is simple: to make it logical, concrete, and immediately applicable.

🎯 Training Objectives

Upon completion of this training, you will be able to:

Understanding what Object-Oriented Programming really is (and when to use it)
Create and manipulate objects in JavaScript in a clean and efficient way
Use ES6 classes, constructors, and methods with confidence
Mastering this, the prototype, and the instantiation logic
Apply encapsulation, inheritance, and polymorphism without confusion
Avoiding common mistakes made by OOP beginners
Structure your JavaScript code like a professional developer

📖 Training Plan – Object-Oriented Programming in JavaScript
1. Introduction to Object-Oriented Programming 🧠
Understanding the concept, objectives and benefits of OOP.
2. Procedural Programming vs. OOP
Why unstructured code quickly becomes unmanageable.
3. Objects in JavaScript
Properties, methods and representation of the real world.
4. The keyword this
Understanding the execution context (often poorly understood).
5. Limitations of simple objects
Why duplicating code is a bad idea.
6. Constructive functions
Create multiple objects from the same model.
7. The keyword new
What it's actually doing under the hood.
8. The prototype
Sharing methods and memory optimization.
9. ES6 Classes
Modern syntax and best practices.
10. The builder
Proper initialization of objects.
11. Data Encapsulation
Protect the internal state of objects.
12. Inheritance between classes
Reusing code intelligently.
13. The keyword super
Communication between parent and child in the classroom.
14. Polymorphism
The same behavior, several forms.
15. Composition vs. Inheritance
Choosing the right architecture.
16. Best practices in OOP
Write readable, scalable, and maintainable code.
17. Common mistakes made by beginners
Pitfalls to absolutely avoid.
18. Guided practical exercise
Creation of a concrete class (product, user, etc.).
19. Assessment Quiz (Multiple Choice Questions)
To validate the actual understanding of the concepts.

🛠️ Teaching method: Understand before writing

This training program is based on a progressive and pragmatic approach:
Clear and illustrated explanations
Concrete examples from real projects
Simple but effective exercises
Constant questioning to avoid rote learning
Adaptation to the learner's level and pace
Here, we don't "recite OOP" — we understand it.

🚀 Learner's result

At the end of the training, you will not only know how to write a JavaScript class.
You will know:

1- Why does it exist?
2- When to use it
3- and when not to use it

You will leave with:
a solid understanding of OOP
a cleaner and more professional code
an ideal foundation for learning React, Node.js or any other modern framework
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I offer engaging and easy-to-understand online classes in Mathematics, Physics, and Computer Science.
My lessons are designed to make difficult concepts simple through clear explanations and practical examples.
I adapt my teaching style to each student’s level, learning pace, and individual needs.
Whether you need help with school topics, homework, exam preparation, or building strong fundamentals, I’m here to help. My goal is to make learning enjoyable while helping every student improve their confidence and achieve better results.
verified badge
Learn PowerShell through practical, one-on-one training focused on real-world Windows administration.

This course is designed for IT professionals, system administrators, IT support technicians, and career changers who want to develop practical PowerShell skills for managing Windows Server, Active Directory, and Microsoft Exchange environments.

Topics Covered
PowerShell fundamentals and command structure

Working with PowerShell commands, cmdlets, parameters, and objects

Variables, operators, conditions, and loops

Working with files, folders, and Windows processes

Managing Windows Server with PowerShell

Creating and managing Active Directory users, groups, and computers

Active Directory administration and automation

Bulk user and account management

Searching and filtering Active Directory objects

PowerShell for Microsoft Exchange Online

PowerShell for on-premises Exchange Server

Managing Microsoft 365 and Exchange objects with PowerShell

Writing reusable PowerShell scripts

Error handling and troubleshooting

Automating repetitive administrative tasks

Practical scripting exercises based on real IT administration scenarios

Who Is This Training For?
This training is suitable for:

IT Support and Help Desk professionals

Desktop Support technicians

Windows Administrators

System Administrators

Microsoft 365 Administrators

Network/IT professionals

Students preparing for an IT career

Career changers entering the IT field

Anyone who wants to automate Windows administration tasks

No advanced programming background is required. We can start with the fundamentals and progress toward practical administration and automation.

Lessons are one-on-one and customized to your current knowledge and career goals, with an emphasis on hands-on exercises rather than theory alone.

If your goal is to learn PowerShell for Windows Server, Active Directory, Microsoft 365, or Exchange administration, this training can be tailored specifically to your needs.
Good-fit Instructor Guarantee
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