Uploaded January 2026 | Updated September 2026, 2 weeks ago
🤯 Ever wondered what people really mean when they talk about product-based and service-based companies?
💡 In this video, we explain how product-based companies build scalable products used by millions and how service-based companies provide customized solutions for specific clients. You will clearly understand how daily work changes, how responsibilities differ, and what kind of mindset is needed in each type of company.
🏢 You will also see how companies like Google and Microsoft work differently compared to companies such as Infosys and Tata Consultancy Services.
🎓 Whether you are a student, a fresher, or a working professional in tech, this video will help you understand which career path matches your skills, interests, and long-term goals.
💭 So what do you think?
✅ Product-based or 🔄 Service-based?
💬 Drop your answer in the comments and join the discussion 👇
🤯 Ever wondered what people really mean when they talk about product-based and service-based companies?
💡 In this video, we explain how product-based companies build scalable products used by millions and how service-based companies provide customized solutions for specific clients. You will clearly understand how daily work changes, how responsibilities differ, and what kind of mindset is needed in each type of company.
🏢 You will also see how companies like Google and Microsoft work differently compared to companies such as Infosys and Tata Consultancy Services.
🎓 Whether you are a student, a fresher, or a working professional in tech, this video will help you understand which career path matches your skills, interests, and long-term goals.
💭 So what do you think?
✅ Product-based or 🔄 Service-based?
💬 Drop your answer in the comments and join the discussion 👇
![Deep Copy in C++
C++ Programming: Deep Copy in C++
Topics discussed:
1. Deep Copy in C++
2. Deep Copy C++ Program
3. Solving the Problems with Shallow Copy.
C++ Programming Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhgMzWqbZXXd8TrBXtQiV3l
Follow Neso Academy on Instagram: @nesoacademy(https://bit.ly/2XP63OE)
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Music:
1. Axol x Alex Skrindo - You [NCS Release]
#CPPByNeso #CPlusPlus #DeepCopy Deep Copy in C++](https://i.ytimg.com/vi/G_UgbP8clOs/mqdefault.jpg)
![Data Cleaning in ML
Machine Learning: Data Cleaning in ML
Topics discussed:
1. Basic Data Cleaning:
▪️Removeing Duplicate Records
▪️Removeing Irrelevant Columns
▪️Correcting Inconsistent Formats
▪️Fixing Impossible Values
▪️Checking Missing Values and Invalid Labels
3. Google Colab Practical.
✧✧ Playlist ✧✧
Machine Learning Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRi-VHKpqEQNIjotoP-e9lht
✧✧ Support & Contribution ✧✧
Contribute: https://nesoacademy.org/donate
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✧✧ Socials ✧✧
Instagram ► https://www.instagram.com/nesoacademy
Discord ► https://discord.gg/hhW2NJucQD
WhatsApp ► https://whatsapp.com/channel/0029Va9B1Bq4tRru0nqgtx3h
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✧✧ Main Presence ✧✧
Website ► https://www.nesoacademy.org/
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✧✧ Resources ✧✧
Books: https://nesoacademy.org/recommended-books
✧✧ Credits ✧✧
Music:
1. Axol x Alex Skrindo - You [NCS Release]
#MLByNeso #MachineLearning #MLPipeline Data Cleaning in ML](https://i.ytimg.com/vi/GyVsmzOatUs/mqdefault.jpg)


![Data Preprocessing in ML
Machine Learning: Data Preprocessing in ML
Topics discussed:
1. Data Preprocessing in ML:
▪️Handling Missing Values (Imputation)
▪️Handling Outliers (Keep, Cap, or Remove)
▪️Feature Scaling (Standardization)
▪️Categorical Encoding (One-Hot Encoding)
3. Data Leakage.
✧✧ Playlist ✧✧
Machine Learning Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRi-VHKpqEQNIjotoP-e9lht
✧✧ Support & Contribution ✧✧
Contribute: https://nesoacademy.org/donate
Memberships: https://www.youtube.com/channel/UCQYMhOMi_Cdj1CEAU-fv80A/join
✧✧ Socials ✧✧
Instagram ► https://www.instagram.com/nesoacademy
Discord ► https://discord.gg/hhW2NJucQD
WhatsApp ► https://whatsapp.com/channel/0029Va9B1Bq4tRru0nqgtx3h
Twitter [X] ► https://x.com/nesoacademy
✧✧ Main Presence ✧✧
Website ► https://www.nesoacademy.org/
App ► https://play.google.com/store/apps/details?id=org.nesoacademy
✧✧ Resources ✧✧
Books: https://nesoacademy.org/recommended-books
✧✧ Credits ✧✧
Music:
1. Axol x Alex Skrindo - You [NCS Release]
#MLByNeso #MachineLearning #MLPipeline Data Preprocessing in ML](https://i.ytimg.com/vi/HmneufrBDuY/mqdefault.jpg)
![Objects as Function Arguments in C++
C++ Programming: Objects as Function Arguments in C++
Topics discussed:
1. Objects as Function Arguments - Pass by Value
2. Objects as Function Arguments - Pass by Reference
3. Objects as Function Arguments - Pass by Pointer.
C++ Programming Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhgMzWqbZXXd8TrBXtQiV3l
Follow Neso Academy on Instagram: @nesoacademy(https://bit.ly/2XP63OE)
Contribute: http://bit.ly/3EpZgBD
Memberships: https://bit.ly/2U7YSPI
Discord: https://bit.ly/3HiGtJr
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Books: https://bit.ly/4cZYQil
Website ► https://www.nesoacademy.org/
App ► https://play.google.com/store/apps/details?id=org.nesoacademy
Facebook ► https://www.facebook.com/nesoacademy
Twitter [X] ► https://x.com/nesoacademy
Music:
1. Axol x Alex Skrindo - You [NCS Release]
#CPPByNeso #CPlusPlus #PassByValue #PassByReference Objects as Function Arguments in C++](https://i.ytimg.com/vi/Hx84Do24kbs/mqdefault.jpg)

![Friend Classes in C++
C++ Programming: Friend Classes in C++
Topics discussed:
1. Friend Classes in C++
2. Friend Class - C++ Program
3. Use of Friend Class.
C++ Programming Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhgMzWqbZXXd8TrBXtQiV3l
Follow Neso Academy on Instagram: @nesoacademy(https://bit.ly/2XP63OE)
Contribute: http://bit.ly/3EpZgBD
Memberships: https://bit.ly/2U7YSPI
Discord: https://bit.ly/3HiGtJr
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Books: https://bit.ly/4cZYQil
Website ► https://www.nesoacademy.org/
App ► https://play.google.com/store/apps/details?id=org.nesoacademy
Facebook ► https://www.facebook.com/nesoacademy
Twitter [X] ► https://x.com/nesoacademy
Music:
1. Axol x Alex Skrindo - You [NCS Release]
#CPPByNeso #CPlusPlus #FriendClass Friend Classes in C++](https://i.ytimg.com/vi/Ii-Re5JvZXo/mqdefault.jpg)
![Introduction to Non-Deterministic Finite Automata (NFA)
TOC: Introduction to NFA
Topics discussed:
1. Non-Deterministic Finite Automata (NFA)
2. 5-Tuple Representation of NFA.
✧✧ Playlist ✧✧
Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r
✧✧ Support & Contribution ✧✧
Contribute: https://nesoacademy.org/donate
Memberships: https://www.youtube.com/channel/UCQYMhOMi_Cdj1CEAU-fv80A/join
✧✧ Socials ✧✧
Instagram ► https://www.instagram.com/nesoacademy
Discord ► https://discord.gg/hhW2NJucQD
WhatsApp ► https://whatsapp.com/channel/0029Va9B1Bq4tRru0nqgtx3h
Twitter [X] ► https://x.com/nesoacademy
✧✧ Main Presence ✧✧
Website ► https://www.nesoacademy.org/
App ► https://play.google.com/store/apps/details?id=org.nesoacademy
✧✧ Resources ✧✧
Books: https://nesoacademy.org/recommended-books
✧✧ Credits ✧✧
Music:
1. Axol x Alex Skrindo - You [NCS Release]
#TOCByNeso #TheoryOfComputation #NFA Introduction to Non-Deterministic Finite Automata (NFA)](https://i.ytimg.com/vi/Inrr3Ex7cc4/mqdefault.jpg)

