Data Science Regular Course Taka 45 days. 18 classes + 18 projects.

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

Description

πŸ“Š Data Science: Regular Course

ΰ§³ 12,000 πŸ“‰ 18 Classes β€’ 18 Projects β€’ 45 Days
πŸ” Phase 1: Data Analysis & Visualization β–Ό
01

Introduction to Data Science Ecosystem

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 1
02

Advanced Pandas: Cleaning Messy Data

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 2
03

Data Visualization with Matplotlib/Seaborn

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 3
04

Exploratory Data Analysis (EDA) Techniques

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 4
05

Statistical Inference & Hypothesis Testing

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 5
06

Project: Real Estate Market Analysis

πŸ“Ή LIVE CLASS β€’ πŸ“ PROJECT 6
πŸ“‰ Phase 2: Predictive Modeling β–Ό
07

Linear & Multiple Regression

πŸ“Ή LIVE β€’ πŸ“ PROJECT 7
08

Logistic Regression for Classification

πŸ“Ή LIVE β€’ πŸ“ PROJECT 8
09

Decision Trees & Random Forests

πŸ“Ή LIVE β€’ πŸ“ PROJECT 9
10

Model Evaluation & Overfitting

πŸ“Ή LIVE β€’ πŸ“ PROJECT 10
11

Feature Engineering Secrets

πŸ“Ή LIVE β€’ πŸ“ PROJECT 11
12

Project: Customer Churn Prediction

πŸ“Ή LIVE β€’ πŸ“ PROJECT 12
πŸ† Phase 3: Big Data & Machine Learning β–Ό
13

Unsupervised Learning: Clustering

πŸ“Ή LIVE β€’ πŸ“ PROJECT 13
14

Intro to NLP & Text Mining

πŸ“Ή LIVE β€’ πŸ“ PROJECT 14
15

Recommendation Systems (AI)

πŸ“Ή LIVE β€’ πŸ“ PROJECT 15
16

SQL for Data Science Mastery

πŸ“Ή LIVE β€’ πŸ“ PROJECT 16
17

Power BI & Dashboarding

πŸ“Ή LIVE β€’ πŸ“ PROJECT 17
18

Capstone: End-to-End Data Product

πŸŽ“ CERTIFICATE β€’ πŸ“ FINAL PROJECT

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