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Data Science

Data Science

Course Content

Introduction to Data Science and Python

Data Wrangling and Analysis

Advanced Pandas Operations SQL for Data Analysis

Statistics and Probability

Supervised Learning Models

Unsupervised Learning Models

Module 1: Introduction to Deep Learning

Module 2: Neural Networks

Module 3: Deep Learning for NLP

Module 4: Convolutional Neural Networks (CNNs)

Session 1: Flask for Web Applications

Session 2: Python Web Scraping

Session 3: Docker Basics

Session 4: Azure Integration

Session 5: MongoDB Integration

Data Scientist Course Projects Outline

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