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This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

This online course gives an introduction to Graph Theory. It is designed for participants who work or plan to work in IT. Some basic math and Python programming skills are...

This online course program aims to teach learners the skills required for an entry level data analyst role. It includes a variety of data sources, project scenarios, and data...

This online course teaches practical Natural Language Processing applications like spam detection, sentiment analysis, article spinners, and latent semantic analysis.

This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...

This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

This online course helps to learn the foundations of probability and statistics.

This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course gives an introduction to Python programming. It also includes two Python libraries — Numpy, a scientific computing package, and Pandas, a data manipulation...

This online course program gives an introduction to data analysis. It includes working with a variety of data sources, project scenarios, and data analysis tools, including...

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...

This online course teaches how to program and code in Python 3. In approximately 30 hours of video lectures, this course teaches the basics of Python. No prior knowledge is...

This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

This online course program teaches the key concepts of Django, a Python-based, free and open-source web framework that follows the model-template-views architectural pattern and...

This online lecture series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.