Tag: big data
Python for Data Science and Machine Learning BootcampCourses / Self-paced online course
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
Scala and Spark for Bog Data and Machine LearningCourses / Self-paced online course
From Udemy: “Learn the latests Big Data technology – Spark and Scala, including Spark 2.0 DataFrames! What Will I learn? Use Scala for Programming Use Spark 2.0 DataFrames to read an manipulate data Use Spark to Process Large Datasets Understand how to use Spark on AWS and DataBricks”
Spark and Python for Big Data with PySparkCourses / Self-paced online course
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
Machine Learning SocietyGatherings and Organizations / Organizations
Upcoming Events Calendar From Machine Learning Society: “Who we are: The Machine Learning Society is a global community of Data Scientists, Machine Learning and Artificial Intelligence experts committed to advancing innovations in Science, Technology and Culture. What we do: We host a variety of community building events designed to educate, engage, and inspire our community to push the boundaries of Artificial Intelligence research and application. MLS focuses on providing resources … Continue Reading
R Reference Card for Data MiningCheat Sheets / References, Learning Guides, Etc.
This cheat sheet covers the following aspects in data mining in R: Association Rules & Frequent Itemsets Sequential Patterns Classification & Prediction Regression Clustering Outlier Detection Time Series Analysis Text Mining Social Network Analysis and Graph Mining Spatial Data Analysis Statistics Graphics Data Manipulation Data Access Big Data Parallel Computing Generating Reports Interface to Weka Editors/GUIs Other R Reference Cards RDataMining Website, Package, Twitter & Groups
RStudio Cheat SheetsCheat Sheets / References, Learning Guides, Etc.
“These cheat sheets below make it easy to learn about and use some of our favorite packages.” Data Import Cheat Sheet: “reminds you how to read in flat files…,work with the results as tibbles, and reshape messy data with tidyr. Use tidyr to reshape your tables into tidy data, the data format that works the most seamlessly with R and the tidyverse.” Data Transformation Cheat Sheet: “dplyr provides a grammar … Continue Reading
PySpark Cheat Sheet: Spark in PythonCheat Sheets / References, Learning Guides, Etc.
“This PySpark cheat sheet covers the basics, from initializing Spark and loading your data, to retrieving RDD information, sorting, filtering and sampling your data. But that’s not all. You’ll also see that topics such as repartitioning, iterating, merging, saving your data and stopping the SparkContext are included in the cheat sheet.”
The SuperDataScience PodcastBlogs, Podcasts, Etc. / Podcasts
From iTunes: “The goal of the Super Data Science podcast is to bring you he most inspiring Data Scientists and Analysts from around the World to help you build your successful career in Data Science. Data is growing exponentially and so are salaries of those who work in analytics. This podcast can help you learn how to skyrocket your analytics career. Big data, visualization, predictive modeling, forecasting, analysis, business processes, … Continue Reading