Healthcare Archives

Analyzing Chronic Kidney Disease – Feature Engineering

This project enables learners to apply different Feature Engineering techniques to select appropriate features for Data Modeling.

Difficulty: Beginner
Duration: Approximately 2 hours

Healthcare

Analyzing Drug Usage Reviews Using NLP

This project introduces the learner to the concept of Sentiment Analysis Deep Learning & NLP.

Difficulty: Beginner
Approx. 15 hours to complete

Healthcare

Forecasting Pharmaceutical Product Sales

This project emphasizes on the concepts of Time series analysis and Forecasting models which have proven to work best for pharmaceuticals.

Difficulty: Advanced
Duration: Approximately 3 hours

Healthcare

Fetal Health Classification Using Advanced Supervised ML

This course focuses on the application of machine learning algorithms in determining the fetal health status based on different medical factors.

Difficulty: Advanced
Duration: Approximately 3 hours

Healthcare

Analyzing Physical Activity from Wearables and IoT Devices

This course introduces foundational concepts of supervised machine learning using machine learning algorithms to recognize human activity.

Difficulty: Advanced
Difficulty: Approximately 3 hours

Healthcare

Analyzing Body Composition Using Supervised Machine Learning

This project introduces foundational concepts of applying machine learning algorithms for predicting body fat percentage.

Difficulty: Advanced
Duration: Approximately 3 hours

Healthcare

Predicting Hepatocellular Carcinoma (HCC) Survival Using ML

This project introduces the learner to a detailed analysis of multiple factors of HCC patients and predicts their survival through machine learning.

Difficulty: Advanced
Duration: Approximately 3 hours

Healthcare

Categorizing Medications using Support Vector Machine (SVM) Classifiers

The case study focuses on the most popular technique of Supervised Machine Learning algorithm, SVM its basics of Support Vector Machines (SVM) and how

Difficulty: Advanced
Duration: Approximately 3 hours

Healthcare

Predicting Water Drinkability using Naive Bayes Classifiers

This case familiarizes the learner with how to use the concept of a Naïve Bayes classifier to create a prediction model, based on water quality param

Difficulty: Advanced
Duration: Approximately 3 hours

Healthcare

Predicting Heart Disease using Logistic Regression

This case shows how binary classification models can efficiently predict if a patient is likely to suffer from a heart disease or not based on the inp

Difficulty: Advanced
Duration: Approximately 3 hours

Healthcare

Visualizing Drug Review Data using Word Clouds

This case study introduces the fundamental concepts of text analytics by identifying patterns and trends in unstructured text data about pharmaceutica

Difficulty: Advanced
Duration: Approximately 2 hours

Healthcare

COVID-19 Data Exploration and Visualization

This project is curated for learners to apply various EDA and data visualization techniques to analyze the spread of virus across various states in In

Difficulty: Beginner
Duration: Approximately 2 hours