TuxAcademy

TuxAcademy Innovation happens fastest when learning, research, and business work together. TuxAcademy AI Program covers the Development, Training, and usage of AI Models.

We facilitate high-end labs for AI model development & implementation.

05/03/2026

Can AI make mistakes?

AI and Machine Learning models are very powerful, but sometimes they also make incorrect predictions.

In this short video, understand why AI makes mistakes and what the reasons are.

๐Ÿ‘‡ What do you think?
When does AI make a mistake? Tell us in the comments!

YouTube Live | AI๐Ÿ“… Date: 05/03/2026๐Ÿ•’ Time: 11:00 AM (IST)๐Ÿ“Œ Topic: Classification Model Evaluation : Accuracy, Precision,...
05/03/2026

YouTube Live | AI

๐Ÿ“… Date: 05/03/2026

๐Ÿ•’ Time: 11:00 AM (IST)

๐Ÿ“Œ Topic: Classification Model Evaluation : Accuracy, Precision, Recall & F1 Score Explained

๐Ÿ‘‡ Join Live Here:

https://www.youtube.com/live/iK_GimaH-Pg?si=BFmywZ_zYv2yeMgw

๐Ÿš€ Donโ€™t miss this live sessionโ€”learn AI the right way!



In this live session, we will understand how to evaluate a Classification Model using important performance metrics like Accuracy, Precision, Recall, and F1 ...

Happy Holi from everyone at TuxAcademy! ๐ŸŽจ This Holi, celebrate with colors and take a step toward a brighter future.Brin...
04/03/2026

Happy Holi from everyone at TuxAcademy! ๐ŸŽจ

This Holi, celebrate with colors and take a step toward a brighter future.

Bring new colors to your career by learning coding and AI skills.

This Holi, use technology to brighten your future.

Learn, build, and grow with us.

YouTube Live | AI๐Ÿ“… Date: 02/03/2026๐Ÿ•’ Time: 11:00 AM (IST)๐Ÿ“Œ Topic: Build Logistic Regression Model Step-by-Step | Titanic...
01/03/2026

YouTube Live | AI

๐Ÿ“… Date: 02/03/2026

๐Ÿ•’ Time: 11:00 AM (IST)

๐Ÿ“Œ Topic: Build Logistic Regression Model Step-by-Step | Titanic ML Project

๐Ÿ‘‡ Join Live Here:

https://youtube.com/live/cLymp_6a4yE?feature=share

๐Ÿš€ Donโ€™t miss this live sessionโ€”learn AI the right way!

Want to build your first machine learning model?In this video, we'll build a logistic regression model step-by-step using the Titanic datasetโ€”from scratch! T...

YouTube Live | AI๐Ÿ“… Date: 27/02/2026๐Ÿ•’ Time: 11:00 AM (IST)๐Ÿ“Œ Topic: Can we predict Titanic survivors? | ML classification๐Ÿ‘‡...
27/02/2026

YouTube Live | AI

๐Ÿ“… Date: 27/02/2026

๐Ÿ•’ Time: 11:00 AM (IST)

๐Ÿ“Œ Topic: Can we predict Titanic survivors? | ML classification

๐Ÿ‘‡ Join Live Here:

https://www.youtube.com/live/WJPBIIjq7qY?si=SoJRIZXqZm5kMEFL

๐Ÿš€ Donโ€™t miss this live sessionโ€”learn AI the right way!




Can we predict who survived the Titanic using machine learning? In this YouTube Live session, we will build a machine learning classification model to predic...

YouTube Live | AI๐Ÿ“… Date: 26/02/2026๐Ÿ•’ Time: 11:00 AM (IST)๐Ÿ“Œ Topic: Why ML model gives differenet results every time? | Cr...
26/02/2026

YouTube Live | AI

๐Ÿ“… Date: 26/02/2026

๐Ÿ•’ Time: 11:00 AM (IST)

๐Ÿ“Œ Topic: Why ML model gives differenet results every time? | Cross validation

๐Ÿ‘‡ Join Live Here:

https://www.youtube.com/live/3iGsbhzScds?si=0au39aV4ivWuKYw5

๐Ÿš€ Donโ€™t miss this live sessionโ€”learn AI the right way!

Machine learning models often give different results every time you train them, but why does this happen? Join us LIVE at TuxAcademy as we explore the logic ...

25/02/2026

Why does the Machine Learning model not give the correct prediction? ๐Ÿค”

Most of the time, the problem is not the algorithm โ€”
It's the DATA.

Before training any machine learning model, data cleaning is a crucial step in data preprocessing.

In this reel, you'll learn:

โœ” Handling Missing Values
โœ” Removing Duplicate Records
โœ” Detecting Outliers
โœ” Fixing Data Format Issues

Even the best AI model will fail with poor-quality data.

Remember:
Garbage In = Garbage Out

If you're a student learning machine learning or working on AI projects, never skip data cleaning.

Follow for simple AI & data science concepts. ๐Ÿš€




YouTube Live | AI๐Ÿ“… Date: 25/02/2026๐Ÿ•’ Time: 11:00 AM (IST)๐Ÿ“Œ Topic: Residual Analysis Explained | Evaluating ML Model Perf...
25/02/2026

YouTube Live | AI

๐Ÿ“… Date: 25/02/2026

๐Ÿ•’ Time: 11:00 AM (IST)

๐Ÿ“Œ Topic: Residual Analysis Explained | Evaluating ML Model Performance

๐Ÿ‘‡ Join Live Here:

https://www.youtube.com/live/IyGVSOa-53E?si=sb-qJPzEkhHqhnmz

๐Ÿš€ Donโ€™t miss this live sessionโ€”learn AI the right way!

Not sure if your regression model is performing well?In this LIVE session, we dive deep into Residual Analysis to evaluate your ML modelโ€™s prediction errors ...

Want to know which AI model performs best? ๐Ÿค”Join us LIVE as TuxAcademy explores how to evaluate a custom AI model using ...
24/02/2026

Want to know which AI model performs best? ๐Ÿค”

Join us LIVE as TuxAcademy explores how to evaluate a custom AI model using real machine learning.

๐Ÿ“… Date: 24/02/2026

๐Ÿ•’ Time: 11:00 AM (IST)

๐Ÿ“Œ Topic: Evaluating a Custom AI Model

๐Ÿ‘‡ Join the LIVE here:

https://youtube.com/live/eMUp9YX5HkY?feature=share

Donโ€™t miss this session; take your AI skills to the next level! ๐Ÿ’ก

Are you building your own AI or machine learning model but unsure how to evaluate its performance?In this LIVE session, we will learn how to evaluate a custo...

At the India AI Impact Summit 2026, Honโ€™ble Prime Minister Narendra Modi unveiled MANAV. The MANAV Vision represents fiv...
20/02/2026

At the India AI Impact Summit 2026, Honโ€™ble Prime Minister Narendra Modi unveiled MANAV.

The MANAV Vision represents five key pillars of responsible and human-centric AI:

๐Ÿ‘‰ M โ€“ Moral & Ethical Systems

AI must be aligned with human values, fairness, and ethical principles.

๐Ÿ‘‰ A โ€“ Accountable Governance

Transparent frameworks and regulatory oversight are essential for responsible AI deployment.

๐Ÿ‘‰ N โ€“ National Sovereignty

Data ownership must remain with its rightful stakeholders while ensuring privacy and security.

๐Ÿ‘‰ A โ€“ Accessible & Inclusive

AI should empower every section of society, not just a privileged few.

๐Ÿ‘‰ V โ€“ Valid & Legitimate

AI systems must be lawful, verifiable, and trustworthy to build long-term public confidence.

๐Ÿš€ Key Takeaways for Aspiring AI Professionals:

โœ”๏ธ AI is here to augment human potential, not replace it

โœ”๏ธ Ethics, accountability, and data sovereignty are now core AI design principles.

โœ”๏ธ Future-ready AI careers demand knowledge of Responsible AI & governance

โœ”๏ธ The future of work will be shaped by human-AI collaboration

๐Ÿ’ก The next generation of AI innovators must learn not only how to build intelligent systems โ€” but how to build them responsibly.

๐Ÿ‘‰ Start your AI learning journey the right way with TuxAcademy.

YouTube Live | AI๐Ÿ“… Date: 18/02/2026๐Ÿ•’ Time: 03:00 PM (IST)๐Ÿ“Œ Topic: The Logic of AI: Building a House Price Predictor๐Ÿ‘‡ Joi...
18/02/2026

YouTube Live | AI

๐Ÿ“… Date: 18/02/2026

๐Ÿ•’ Time: 03:00 PM (IST)

๐Ÿ“Œ Topic: The Logic of AI: Building a House Price Predictor

๐Ÿ‘‡ Join Live Here:

https://www.youtube.com/live/sVelQuGzoWU?si=gSet5rTKSJnQX6mJ

๐Ÿš€ Donโ€™t miss this live sessionโ€”learn AI the right way!

Stop just writing codeโ€”start understanding the architecture. ...

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