Data Science and Analytics Virtual Internship
This comprehensive virtual internship track will equip you with the essential skills and hands-on experience required for a successful career in data science and analytics. You will learn to leverage industry-leading tools and techniques to extract insights from complex data, build predictive models, and drive data-driven decision-making. Through real-world projects and case studies, you will develop a strong foundation in data manipulation, statistical analysis, machine learning, and data visualization, preparing you for in-demand data science roles.
Track Overview
Tasks & Milestones
Analyze Netflix Movie Recommendations with Python
MediumCreate a Python-based recommendation system similar to the one used by Netflix to suggest movies to users.
Optimize Google Ads Campaigns with Python
MediumDevelop a Python-based tool to analyze and optimize Google Ads campaigns for a small business.
Build an Amazon Product Recommender with Python
MediumCreate a Python-based product recommendation system for Amazon, similar to the one used on the Amazon website.
Predictive Modeling for Netflix Recommendations
MediumCreate a machine learning model to predict user preferences and generate personalized movie recommendations for Netflix customers.
Predictive Maintenance for Google's Data Centers
AdvancedDevelop a predictive maintenance model to forecast equipment failures and optimize maintenance schedules for Google's data centers.
Demand Forecasting for Amazon's Supply Chain
AdvancedBuild a demand forecasting model to predict product sales and optimize inventory management for Amazon's supply chain.
Personalized Movie Recommendations with Netflix
MediumCreate a machine learning model to provide personalized movie recommendations for Netflix users, similar to their real-world recommendation system.
Predictive Maintenance with Google
MediumDevelop a machine learning model to predict equipment failures for Google's data centers, similar to their real-world predictive maintenance system.
Product Recommendation System with Amazon
MediumDevelop a machine learning-based product recommendation system for Amazon, similar to their real-world recommendation engine.
Personalized Movie Recommendation System
MediumCreate a professional movie recommendation system similar to what Netflix uses to provide personalized content to its users.
Predictive Churn Analysis for E-commerce
MediumDevelop a predictive model to identify customers who are likely to churn for an e-commerce company, similar to what Amazon uses to retain its customers.
Intelligent Product Recommendation System for E-commerce
MediumDevelop a sophisticated product recommendation system for an e-commerce platform, similar to the one used by Amazon to provide personalized product suggestions to its customers.
Prerequisites
- • Python programming
- • Fundamental statistics
- • Basic data manipulation
Certificate
Certificate of Completion
Earn a certificate upon successful completion