Markovdata
Applied Data Science and Artificial Intelligence (Live-Streaming)
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Course sections

Section 1
Module 1
1
Module Overview
2
Understanding Business Problem
3
Analytic Approach
4
Data Collection and Preparation
5
Modelling
6
Deployment
7
Submitted Project Document
8
Cloud-Based Platforms (Google Colab – Amazon SageMaker – IBM Watson – MS Azure ML)
Section 2
Module 2
1
Project 1: Clustering San Francisco Police Department Incidents.
2
Project 2: Analysing International Immigration Flows to Canada.
Section 3
Module 3
1
Project 3: Franchise Decision to Invest in Prominent Locations
Section 4
Module 4
1
Project 4: Predicting Individuals’ Income for Non-profit Organizations
Section 5
Module 5
1
Project 5: Images Classification using Deep Neural Network
Section 6
Module 6
1
Project 6: Text Localization, Detection and Recognition
Section 7
Module 7
1
Project 7: E-Commerce Company Recommender System

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