Python for Data Science

Technologies: Data Science, Python 3, Python Anaconda 2018.12
Python has become the preferred programming language for data science. In this Skillsoft Aspire course, you will visualize and explore data in Pandas using popular chart types like the bar graph, histogram, pie chart, and box plot. Discover how to work with time series and string data in datasets.
Python has become the preferred programming language for data science. In this Skillsoft Aspire course, you will discover how to perform advanced grouping, aggregations, and filtering operations on DataFrames. Working with masks and indexes, cleaning duplicated data, and assigning columns as categorical to perform operations is also covered.
Explore predictive modeling and commonly used models like regressions, clustering, and decision trees that are applied in Python with the scikit-learn package.
Python has become the preferred programming language for data science. In this Skillsoft Aspire course, you will discover how to perform data transformations, data cleaning, and statistical aggregations using Pandas DataFrames.
Spark is an analytics engine built on Hadoop that can be used for working with big data, data science and processing batch and streaming data. In this course you will explore the fundamentals of working with streams using Spark.
Spark is an analytics engine built on Hadoop that can be used for working with big data, datascience and processing batch and streaming data. In this course you will discover how to develop applications in Spark to work with streaming data and explore the different ways to process streams and generate an output.
Seaborn is a data visualization library used for data science that provides a high-level interface for drawing graphs. These graphs are able to convey a lot of information, while also being visually appealing. In this course you will explore how to analyze continuous and categorical variables in a dataset using various plotting options in Seaborn. These include box and violin…
Seaborn is a data visualization library used for data science that provides a high-level interface for drawing graphs. These graphs are able to convey a lot of information, while also being visually appealing. In this course you will explore Seaborn basic plots and aesthetics.
Pandas is a Python software library used for data science and big data that is used for data manipulation and analysis. In this Skilloft Aspire course, you will explore different ways to iterate over and sort Pandas DataFrames. Discover how to handle missing data and perform grouping operations, as well as how to combine data from different DataFrames using join…
Pandas is a Python software library used for data science and big data that is used for data manipulation and analysis. In this Skillsoft Aspire course, you will discover how to work with series and tabular data, including initialization, population, and manipulation of Pandas Series and DataFrames.
NumPy is a Python library used in data science and big data that works with arrays when performing scientific computing with Python. In the Skillsoft Aspire course, you will explore advanced array operations such as image manipulation, fancy indexing, views and broadcasting.
NumPy is a Python library used in data science and big data that works with arrays when performing scientific computing with Python. In this Skillsoft Aspire course, you will explore how to initialize and load data into arrays and learn about basic array manipulation operations using NumPy including universal functions, indexing and slicing, array iteration, and array reshaping.