Tag: scikit-learn

Comprehensive learning path – Data Science in Python

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From Analytics Vidhya: “So, you want to become a data scientist or may be you are already one and want to expand your tool repository. You have landed at the right place. The aim of this page is to provide a comprehensive learning path to people new to python for data analysis. This path provides a comprehensive overview of steps you need to learn to use Python for data analysis. … Continue Reading

Python Data Science Handbook: Essential Tools for Working with Data

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From Amazon: “For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this … Continue Reading

Hands-On Machine Learning with Scikit-Learn and TensorFlow

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From Amazon: “Perhaps you would like to give your homemade robot a brain of its own? Make it recognize faces? Or learn to walk around? Or maybe your company has tons of data (user logs, financial data, production data, machine sensor data, hotline stats, HR reports, etc.), and more than likely you could unearth some hidden gems if you just knew where to look…. This book assumes that you know close … Continue Reading

DataCamp – Unsupervised Learning in Python

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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

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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

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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

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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

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“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

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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