Month: April 2020

Matplotlib and Python Crash Course | Jupyter Notebook | Python Data Science for beginners

  Matplotlib is a powerful and widely used library in Python for data visualization. It provides a variety of tools and functions for creating different types of plots and charts, such as line plots, scatter plots, bar plots, and histograms. Matplotlib also provides a lot of flexibility in customizing the appearance of the plots, such …

NumPy and Python Crash Course | Jupyter Notebook | Python Data Science for beginners | Examples

  NumPy is a powerful and widely used library in Python for scientific computing and data manipulation. It provides a fast and efficient way to work with large arrays and matrices of numerical data, and enables you to perform various mathematical operations on them such as linear algebra, Fourier transforms, and statistical analysis. One of …

Pandas and Python Crash Course | Jupyter Notebook | Python Data Science for beginners | Pandas

  Pandas is a powerful and widely used library in Python for data manipulation and analysis. It is built on top of the popular NumPy library and provides a fast and easy way to work with structured data in Python. One of the most important features of Pandas is its DataFrame data structure, which is …

Flow Control in Python | Jupyter Notebook | Python Data Science for beginners

  Flow control in Python, also known as control flow, is the order in which the instructions in a program are executed. This means that we can tell the computer to execute certain instructions only if certain conditions are met, or to repeat instructions a certain number of times. This allows us to create more …

Data Structure in Python | Jupyter Notebook | Python Data Science for beginners

  Data structures in Python are used to organize, store and manage data in an efficient and organized way. There are several built-in data structures in Python, each with their own unique characteristics and use cases. The first data structure is the list. A list is an ordered collection of items. Each item can be …

How to check installed version of SciPy | Jupyter Notebook | Python Data Science for beginners

How to check installed version of SciPy   SciPy is a library in Python that provides a wide range of tools for scientific and technical computing. It is built on top of other popular libraries such as NumPy and is widely used for tasks such as optimization, signal processing, linear algebra, and more. To check …

How to check installed version of scikit-learn | Jupyter Notebook | Python Data Science for beginners

How to check installed version of scikit-learn   Scikit-learn is a popular machine learning library for Python that provides a wide range of tools for data analysis and modeling. It is built on top of other popular libraries such as NumPy and Pandas and is widely used for tasks such as classification, regression, clustering, and …

How to check the installed version of Python | Jupyter Notebook | Python Data Science for beginners

How to check the installed version of Python   Python is a popular, high-level programming language that is widely used for various types of software development, including web development, data science, machine learning, and more. It is a powerful, versatile and easy-to-learn language that has a large and active community of developers. To check the …

How to check installed version of Pandas | Jupyter Notebook | Python Data Science for beginners

How to check installed version of Pandas   Pandas is a powerful library for data manipulation and analysis in Python. It provides data structures and functions for working with structured data, such as data frames and series, which are similar to tables and arrays in other programming languages. Pandas is widely used for cleaning, manipulating, …