Full Stack Data Science Hacktiv8 ~ Batch006

Month 1 - Data Analysis

• Python Programming for Data Science
• Statistics & Probability
• Data Pre-processing, Data Visualization, Exploratory Data Analysis

Project

1. EDA for Supermarket Sales

Month 2 - Machine Learning

• Supervised Learning
• Unsupervised Learning

Project

1. Predict prices of Uber and Lyft

2. Predict rain tomorrow in Australia

3. Predicting mortality caused by Heart Failure

4. Customer Segmentation to define Marketing Strategy

5. Predict if the client will subscribe (yes/no) a term deposit

6. Predict whether or not a patient has Diabetes

Month 3 - Deep Learning

• Artificial Neural Network
• Convolutional Neural Network
• Recurrent Neural Network

Project

1. Predicting Customer Churn in the Telecommunications Industry

2. Predict the rating of each review for Hotel.

3. Predicting Stock Market with Sentiment Analysis