Tag: python

Learning Python for Data Analysis and Visualization

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From Udemy: “Learn python and how to use it to analyze, visualize and present data. Includes tons of sample code and hours of video. What Will I Learn? Have an intermediate skill level of Python Programming Use the Jupyter Notebook Environment Use the numpy library to create and manipulate arrays. Use the pandas module with Python to create and structure data. Learn how to work with various data formats within Python, … Continue Reading

Complete Python Bootcamp: Go from zero to hero in Python

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From Udemy: “Learn Python like a Professional! Start from the basics and go all the way to creating your own applications and games! What Will I Learn? Learn to use Python professionally, learning both Python 2 and Python 3! Create games with Python, like Tic Tac Toe and Blackjack! Learn advanced Python features, like the collections module and how to work with timestamps! Learn to use Object Oriented Programming with classes! … Continue Reading

Python for Data Science and Machine Learning Bootcamp

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From Udemy: “Learn how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow, and more! What Will I Learn? Use Python for Data Science and Machine Learning Use Spark for Big Data Analysis Implement Machine Learning Algorithms Learn to use NumPy for Numerical Data Learn to use Pandas for Data Analysis Learn to use Matplotlib for Python Plotting Learn to use Seaborn for statistical plots Use Plotly for interactive … Continue Reading

Spark and Python for Big Data with PySpark

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From Udemy: “Learn how to use Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more! What Will I Learn? Use Python and Spark together to analyze Big Data Learn how to use the new Spark 2.0 DataFrame Syntax Work on Consulting Projects that mimic real world situations! Classify Customer Churn with Logistic Regression Use Spark with Random Forests for Classification Learn now to use Spark’s Gradient Boosted … Continue Reading

Zero to Deep Learning with Python and Keras

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From Udemy: “Understand and build Deep Learning models for images, text, sound and more using Python and Keras. What Will I Learn? To describe what Deep Learning is in a simple yet accurate way To explain how deep learning can be used to build predictive models To distinguish which practical applications can benefit from deep learning To install and use Python and Keras to build deep learning models To apply deep … Continue Reading

Data Science and Machine Learning with Python – Hands On!

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From Udemy: “Become a data scientists in the tech industry! Comprehensive data mining and machine learning course with Python & Spark. What Will I Learn? Develop using iPython notebooks Understand statistical measures such as standard deviation Visualize data distributions, probability mass functions, and probability density functions Visualize data with matplotlib Use covariance and correlation metrics Apply conditional probability for finding correlated features Use Bayes’ Theorem to identify false positives Make predictions … Continue Reading

Machine Learning A-Z: Hands-On Python & R In Data Science

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From Udemy: “Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included. What Will I Learn: Master Machine Learning on Python & R Have a great intuition of many Machine Learning models Make accurate predictions Make powerful analysis Make robust Machine Learning models Create strong added value to your business Use Machine Learning for personal purpose Handle specific topics like Reinforcement Learning, NLP … Continue Reading

PyOhio

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2017 Event: July 29th-30th From PyOhio.org: “A FREE annual conference at the Ohio Union in Columbus, Ohio for Python programmers in and around Ohio, the entire Midwest, maybe even the whole world.” Videos from 2016  

PyData – Seattle

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2017 Event: July 5th – 7th From PyData Seattle:  “PyData conferences bring together users and developers of data analysis tools to share ideas and learn from each other. The PyData community gathers to discuss how best to apply Python tools, as well as tools using R and Julia, to meet evolving challenges in data management, processing, analytics, and visualization. We aim to be an accessible, community-driven conference, with tutorials for … Continue Reading

PyCon.DE

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2017 Event: October 25-27 – Karlsruhe, Germany From PyCon.DE: “Hosted in Germany and held in the English language, the conference welcomes all Python professionals and enthusiasts whether near or far. PyCon.DE is where Pythonistas in Germany can meet to learn about new and upcoming Python libraries, tools, software and data science. We welcome Python enthusiasts, programmers and data scientists from around the world…”