250+ Exercises - Data Science Bootcamp in Python - 2023 | Free Udemy Course
Improve your Python programming skills and solve over 250 data science exercises! | Free Udemy Course
- 29 mins hours of on-demand video
- 57 article
- Full lifetime access
- Access on mobile and TV
- Certificate of completion
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:numpypandasseabornplotlyscikit-learnopencvtensorflowSome topics you will find in the exercises:working with numpy arraysworking with matricesrandom numbersnormal distributionimage as a numpy arrayworking with polynomialsworking with datesdealing with missing valuesworking with pandas Series and DataFramesreading/writing filesworking with stock market datacreating visualizations using seaborn and plotlypreparing data to the machine learning modelsfeature extractionsplitting data into train and test setssolving systems of equationsbuilding regression and classification modelsworking with neural networks - TensorFlow and Kerasworking with computer vision - OpenCVThis 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. Don't hesitate and take the challenge today!Stack Overflow Developer SurveyAccording to the Stack Overflow Developer Survey 2021, Python is the most wanted programming language. Python passed SQL to become our third most popular technology. Python is the language developers want to work with most if they aren’t already doing so.Who this course is for:everyone who wants to learn by doingeveryone who wants to improve programming skills in Pythonpeople who are preparing for interviewpeople interested in data sciencedata scientistsdata analyticsmachine learning engineers
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