# Event Details

- **Event Name**: Machine Learning Fundamentals
- **Event Start and End Date**: Sat, 07 Feb, 2026 at 10:00 am
- **Event Description**: This workshop is designed for university students who want a ?????, ????????? ???????????? ?? ??????? ???????? ??? ???? ????????, without getting lost in heavy theory or mathematical complexity.

We’ll start from the basics—what AI, Machine Learning, and Data Science actually are—and then move step by step through the full ML workflow using real datasets. You’ll see how raw data is cleaned, scaled, and prepared, and why this stage matters more than most people think.

From there, we’ll explore  ?????????? ???????? through hands-on examples:

- Classification with KNN, Naive Bayes, Logistic Regression, and SVM
- Regression (predicting numerical values)
- How models are trained, validated, and tested
- How predictions are actually made

In the second half, we move into ???? ???????? :

- Building a simple neural network using TensorFlow
- Understanding neurons, activation functions, loss, and gradient descent
- Seeing where neural networks outperform classical models

We’ll also cover:

- Unsupervised learning with K-Means and PCA for clustering and visualization

By the end of the workshop, you’ll have a solid mental model of how ML works, how to choose the right approach for a problem, and how to continue learning on your own.

??? ?????? ???????

This workshop is beginner-friendly. No prior Machine Learning experience is required—basic programming familiarity is enough.

????????????? ???????:

- Participation is ????-????? (???? ???? ????? ?? ????? ??? ?????? ?? ????? ??? ?????-?? ?????)
- A team can have ?? ?? ? ???????
- ???? ???????: BDT 300 per team
- ???-???? ???????: BDT 400 per team

????? ???? ?? ???????? ??? ??? ????????????.

If you’ve been curious about ML but didn’t know where to start, this workshop is built for you.


???????????? ????:
https://docs.google.com/forms/d/e/1FAIpQLSdAF-LkYM-9XoyplMdiwJUUR7V6XR9G-6Ub_uKPCtQyJimJiw/viewform?usp=sharing&ouid=106628346034410452745
- **Event URL**: https://allevents.in/dhaka/machine-learning-fundamentals/200029625703558
- **Event Categories**: workshops, it
- **Interested Audience**: 
  - total_interested_count: 120

## Ticket Details


## Event venue details

- **city**: Dhaka
- **state**: DA
- **country**: Bangladesh
- **location**: Department of Electrical and Electronic Engineering, University of Dhaka
- **lat**: 23.727408308855
- **long**: 90.401043891907
- **full address**: Department of Electrical and Electronic Engineering, University of Dhaka, Curzon Hall, University of Dhaka,Dhaka, Bangladesh

## Event gallery

- **Alt text**: Machine Learning Fundamentals
  - **Image URL**: https://cdn-az.allevents.in/events6/banners/66e542149ec867e76ee0121560f21425c896fdfcc7e2ee08050c26c35e90c53f-rimg-w1200-h675-dcf1f1f2-gmir?v=1770288178

## FAQs

- **Q**: When and where is Machine Learning Fundamentals being held?
  - **A:** Machine Learning Fundamentals takes place on Sat, 07 Feb, 2026 at 10:00 am to Sat, 07 Feb, 2026 at 10:00 am at Department of Electrical and Electronic Engineering, University of Dhaka, Curzon Hall, University of Dhaka,Dhaka, Bangladesh.
- **Q**: Who is organizing Machine Learning Fundamentals?
  - **A:** Machine Learning Fundamentals is organized by IEEE SIGHT Student Branch University of Dhaka.
- **Q**: Who is this event for? Is it right for me?
  - **A:** Machine Learning Fundamentals is ideal for curious learners, students, and skill-builders looking to gain hands-on knowledge and practical expertise in a focused, interactive setting. Whether you're a first-time attendee or a longtime enthusiast in Dhaka, this event is thoughtfully curated to deliver a standout experience worth every moment. With 120+ people already showing interest, this is clearly an event worth adding to your calendar - don't miss out.

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