Udacity Course Catalog

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@kaggle.patrickgendotti_udacity_course_catalog

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All Courses

@kaggle.patrickgendotti_udacity_course_catalog.all_courses

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267 rows
11 columns

title Title	type Type	description Description	level Level	duration Duration	rating Rating	review_count Review Count	skills_covered Skills Covered	prerequisites Prerequisites	affiliates Affiliates	url URL
Data Engineering with AWS	nanodegree	Learn to design data models, build data warehouses and data lakes, automate data pipelines, and manage massive datasets.	intermediate	4 Months	4.6	1802	AWS Glue, Amazon S3, AWS Data Warehouse, Redshift, Apache Airflow, Data Pipeline DAGs, Data Extraction, Data Pipeline Creation, ETL, OLAP Cubes, Data Warehouse Architecture, Cloud Computing Fluency, Data Pipeline Maintenance	Intermediate Python, intermediate SQL & command line	nan	https://www.udacity.com/course/data-engineer-nanodegree--nd027
Product Manager	nanodegree	Envision and execute the development of industry-defining products, and learn how to successfully bring them to market.	beginner	4 Months	4.7	864	Product Strategy, Product Design, Product Development, Design Sprint, Product Launch	No Experience Required	nan	https://www.udacity.com/course/product-manager-nanodegree--nd036
C++	nanodegree	Get hands-on experience building five real-world projects in this popular general-purpose programming language.	intermediate	4 Months	4.5	1126	Data Structures & Algorithms, Memory Management, Concurrency, Object-oriented Programming, C++	Intermediate Programming	nan	https://www.udacity.com/course/c-plus-plus-nanodegree--nd213
Business Analytics	nanodegree	Gain foundational data skills like analyzing data, modeling business scenarios, and communicating findings.	beginner	3 Months	4.8	2649	Excel & Spreadsheets, SQL, Data Visualization, Data Dashboards	nan	Mode	https://www.udacity.com/course/business-analytics-nanodegree--nd098
Data Scientist	nanodegree	Build effective machine learning models, run data pipelines, build recommendation systems, and deploy solutions to the cloud with industry-aligned projects.	advanced	4 Months	4.7	1212	Machine Learning, Deep Learning, Software Engineering	Python, SQL & Statistics	Bertelsmann, Figure Eight, IBM Watson, Insight, Kaggle, Starbucks	https://www.udacity.com/course/data-scientist-nanodegree--nd025
Introduction to Programming	nanodegree	A first step for beginners towards careers in web and app development, machine learning, data science, AI, and more.	beginner	4 Months	4.7	3865	Front-End Development Basics, HTML, CSS, Python Syntax, Text Processing in Python, DevTools, Command Line Interface Basics, Code Debugging, Basic JavaScript scripts, JavaScript Functions, JavaScript arrays, JavaScript objects	No coding experience needed	nan	https://www.udacity.com/course/intro-to-programming-nanodegree--nd000
Digital Marketing	nanodegree	Meet the growing demand for skilled digital marketers by learning the latest technologies for building impactful marketing strategies.	beginner	3 Months	4.7	2418	Digital Marketing, Marketing fundamentals, Google Analytics, Social Media Marketing, Facebook Marketing, Search Engine Optimization, Search Engine Marketing, Digital marketing metrics, Display Ads, Video advertising, Email marketing, Branding strategy	No Experience Required.	nan	https://www.udacity.com/course/digital-marketing-nanodegree--nd018
Data Analyst	nanodegree	Use Python, SQL, and statistics to uncover insights, communicate critical findings, and create data-driven solutions.	intermediate	4 Months	4.6	3496	Data Wrangling, Matplotlib, Bootstrapping, Pandas & NumPy, Statistics	Python & SQL	Kaggle	https://www.udacity.com/course/data-analyst-nanodegree--nd002
Deep Learning	nanodegree	Deep learning is driving advances in artificial intelligence that are changing our world—enroll now and learn to build and apply your own deep neural networks.	intermediate	4 Months	4.7	3368	Neural Networks, Perceptron, Autoencoders, Convolutional Neural Networks, PyTorch, Object Detection, Recurrent Neural Networks, Long-short term Memory Networks, Backpropagation, Generative Adversarial Networks, Deep Learning Techniques, Image Generation, Hyperparameter Tuning	Intermediate Python	nan	https://www.udacity.com/course/deep-learning-nanodegree--nd101
Programming for Data Science with Python	nanodegree	Learn the fundamental programming tools for data professionals: Python, SQL, terminal, and Git.	beginner	3 Months	4.7	1558	Python, Numpy & Pandas, SQL, Git & GitHub	nan	Mode	https://www.udacity.com/course/programming-for-data-science-nanodegree--nd104


CREATE TABLE all_courses (
  "title" VARCHAR,
  "type" VARCHAR,
  "description" VARCHAR,
  "level" VARCHAR,
  "duration" VARCHAR,
  "rating" DOUBLE,
  "review_count" DOUBLE,
  "skills_covered" VARCHAR,
  "prerequisites" VARCHAR,
  "affiliates" VARCHAR,
  "url" VARCHAR
);