products-details
products-details

AI and Machine Learning Regular Course

TK.12,000.00 BDT
Ongoing
Enroll Now
Course Complete Outlet
Language Bangla, English
Class Duration 1 Hour
Total Class 18
Project 18
shape

Description

πŸ€– AI & Machine Learning: Regular Course

৳ 12,000 🧠 18 Classes β€’ 18 Projects β€’ 45 Days
πŸ“Š Phase 1: Foundations & Supervised Learning β–Ό
01

AI Math: Linear Algebra & Probability

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 1
02

Data Science Basics with NumPy

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 2
03

Pandas for Expert Data Manipulation

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 3
04

Linear Regression Models

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 4
05

Classification & Decision Trees

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 5
06

Supervised Project: Sales Predictor

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 6
πŸ•ΈοΈ Phase 2: Unsupervised & Neural Networks β–Ό
07

K-Means Clustering & Grouping

πŸ“Ή LIVE β€’ πŸ“ PROJECT 7
08

Dimensionality Reduction (PCA)

πŸ“Ή LIVE β€’ πŸ“ PROJECT 8
09

How Neural Networks Work

πŸ“Ή LIVE β€’ πŸ“ PROJECT 9
10

Building Models with TensorFlow

πŸ“Ή LIVE β€’ πŸ“ PROJECT 10
11

Activation Functions & Backpropagation

πŸ“Ή LIVE β€’ πŸ“ PROJECT 11
12

Project: Handwritten Digit Recognition

πŸ“Ή LIVE β€’ πŸ“ PROJECT 12
πŸ“· Phase 3: Deep Learning & Deployment β–Ό
13

Convolutional Neural Networks (CNN)

πŸ“Ή LIVE β€’ πŸ“ PROJECT 13
14

Natural Language Processing (NLP)

πŸ“Ή LIVE β€’ πŸ“ PROJECT 14
15

Recurrent Neural Networks (RNN)

πŸ“Ή LIVE β€’ πŸ“ PROJECT 15
16

Computer Vision with OpenCV

πŸ“Ή LIVE β€’ πŸ“ PROJECT 16
17

Deploying Models to the Cloud

πŸ“Ή LIVE β€’ πŸ“ PROJECT 17
18

Final AI App Capstone

πŸŽ“ CERTIFICATE β€’ πŸ“ FINAL PROJECT

Master the Future of Technology

Designed for those aiming for roles in Machine Learning Engineering, Data Science, and AI Research.

Related Courses

products
AI & Machine Learning Level 1 + 2
in stock
TK.24,000.00 BDT
Details

learn more

Allow