Tag: scikit-learn

DataCamp – Unsupervised Learning in Python


From DataCamp: “Say you have a collection of customers with a variety of characteristics such as age, location, and financial history, and you wish to discover patterns and sort them into clusters. Or perhaps you have a set of texts, such as wikipedia pages, and you wish to segment them into categories based on their content. This is the world of unsupervised learning, called as such because you are not guiding, … Continue Reading

DataCamp – Supervised Learning with scikit-learn


From DataCamp: “At the end of the day, the value of Data Scientists rests on their ability to describe the world and to make predictions. Machine Learning is the field of teaching machines and computers to learn from existing data to make predictions on new data – will a given tumor be benign or malignant? Which of your customers will take their business elsewhere? Is a particular email spam or not? … Continue Reading

Coursera Applied Data Science with Python Specialization


From Coursera: The 5 courses in this University of Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have basic a python or programming background, and want to apply statistical, machine learning, information visualization, text analysis, and social network analysis techniques through popular python toolkits such as pandas, matplotlib, scikit-learn, nltk, and networkx to gain insight into their data.” The … Continue Reading

Applied Machine Learning in Python


This course is #3 of 5 in the Applied Data Science with Python Specialization from the University of Michigan. From Coursera: “This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit. The issue of dimensionality … Continue Reading

Southern Data Science Conference


“Southern Data Science conference is a one day event where data science pioneers nationwide will come to Atlanta to share their most recent research and development in the data science field. It’s an event organized by southern data scientists for the southern data science community.” Previous date: April 7, 2017 Speakers: http://www.southerndatascience.com/speakers Schedule: http://www.southerndatascience.com/schedule Blog: http://www.southerndatascience.com/blog

Open Data Science Master Class Summit

“The ODSC masterclass summit offers premium training taught by the best and brightest AI and data science instructors on the planet.  Our hands-on workshops and in-depth training sessions will help accelerate your career by quickly getting you up to speed on some of the most sought after skills in the job market.  Over two intense days of workshop and training modules, you will train on the hottest skills in data science including … Continue Reading

Open Data Science Conference (ODSC) East


Use Promo Code ODSC-BecomingDataSci for 5-20% off registration 2017 Event: May 3-5, 2017 – Boston, MA 2017 Speakers Tracks: Open Data Science, Machine Learning, Big Data Science, Open Visualization “ODSC – Open Data Science Conference – is essential for anyone who wants to connect to the data science community and contribute to the open source applications they use everyday. Our goal is to bring together the global data science community to help … Continue Reading

Metis Data Science Bootcamp


Learn Data Science in 12 weeks with 100% in-person instruction from expert data scientists.

scikit-learn algorithm cheat sheet


This flowchart is designed to give users a bit of a rough guide on how to approach problems with regard to which estimators to try on your data.

Python Machine Learning


This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python.