ab-testing

⚖️. A/B Testing comparing conversion rates between the new and old design web

ads_ctr_optimisation

🖱 Figure out which ad has the highest click rate

cat_or_dog_prediction

🐶🐱 Build CNN to classify photos given as either containing a dog or a cat

customer-churn-in-telecom

☎️ Identify customer behavior who likely to churn and make a predictive model that will classify if customer will churn or not

customer_churn_ann

💸 Build a predictive model that will classify if a bank customer will churn or not

employee_attrition

🏢 Use machine learning to predict which employees may quit the company

graciangelica

mall_customers_segmentation

🛍 The goal of this project is simply to understand customers and separate them into different groups according to their preferences

market_basket_optimisation

🧺 Use apriori to predict what product the customer is going to buy next by looking at what he is buying

restaurant_reviews_nlp

🍝 Train machine to understand the text reviews and can predict whether it's a positive or negative review for the restaurant.

salary_prediction

📈. Build a regression model that will train to understand the correlation between the numbers of experience and the salary