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250+ Exercises - Data Science Bootcamp in Python - 2022

 

250+ Exercises - Data Science Bootcamp in Python - 2022

The course consists of 250 exercises (exercises + solutions) in data science with Python. Python can be easy to pick up whether you're a first time programmer .

What you'll learn

  • solve over 250 exercises in data science in Python
  • deal with real programming problems
  • deal with real problems in data science
  • work with libraries numpy, pandas, seaborn, plotly, scikit-learn, opencv, tensorflow
  • work with documentation
  • guaranteed instructor support

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Welcome to the 250+ Exercises - Data Science Bootcamp in Python course 

where you can test your Python programming and data science skills. The course consists of 250 exercises (exercises + solutions) in data science with Python. Python can be easy to pick up whether you're a first time programmer or you're experienced with other languages. Python is a programming language that lets you work quickly and integrate systems more effectively.

Packages that you will use in the exercises:

  • numpy
  • pandas
  • seaborn
  • plotly
  • scikit-learn
  • opencv
  • tensorflow

Some topics you will find in the exercises:

  • working with numpy arrays
  • working with matrices
  • random numbers
  • normal distribution
  • image as a numpy array
  • working with polynomials
  • working with dates
  • dealing with missing values
  • working with pandas Series and DataFrames
  • reading/writing files
  • working with stock market data
  • creating visualizations using seaborn and plotly
  • preparing data to the machine learning models
  • feature extraction
  • splitting data into train and test sets
  • solving systems of equations
  • building regression and classification models
  • working with neural networks - TensorFlow and Keras
  • working with computer vision - OpenCV

This is a great test for people who are learning the Python language and are looking for new challenges. The course is designed for people who already have basic knowledge in Python and knowledge about data science libraries. Exercises are also a good test before the interview. Many popular topics were covered in this course.


Online Course CoupoNED based Analytics Education Company and aims at Bringing Together the analytics companies and interested Learners.