Python and Data Science for beginners
- Description
- Curriculum
- FAQ
- Reviews
Data science is the study of data. It involves developing methods of recording, storing, and analyzing data to effectively extract useful information
Data is a fundamental part of our everyday work, whether it be in the form of valuable insights about our customers, or information to guide product,policy or systems development. Big business, social media, finance and the public sector all rely on data scientists to analyse their data and draw out business-boosting insights.
Python is a dynamic modern object -oriented programming language that is easy to learn and can be used to do a lot of things both big and small. Python is what is referred to as a high level language. That means it is a language that is closer to humans than computer.It is also known as a general purpose programming language due to it’s flexibility. Python is used a lot in data science.
This course is a beginners course that will introduce you to some basics of data science using Python.
What You Will Learn
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How to set up environment to explore using Jupyter Notebook
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How to import Python Libraries into your environment
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How to work with Tabular data
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How to explore a Pandas DataFrame
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How to explore a Pandas Series
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How to Manipulate a Pandas DataFrame
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How to clean data
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How to visualize data
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1IntroductionVideo lesson
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2What is Jupyter NotebookVideo lesson
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3Installing Jupyter Notebook ServerVideo lesson
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4Running Jupyter Notebook ServerVideo lesson
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5Common Jupyter Notebook CommandsVideo lesson
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6Jupyter Notebook ComponentsVideo lesson
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7Jupyter Notebook DashboardVideo lesson
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8Jupyter Notebook User InterfaceVideo lesson
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9Creating a new notebookVideo lesson
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10What is PythonVideo lesson
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11High and low level programming languagesVideo lesson
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12Compilers and interpretersVideo lesson
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13Python ExpressionsVideo lesson
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14Python StatementsVideo lesson
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15Python CommentsVideo lesson
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16Python Data TypesVideo lesson
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17Casting Data TypesVideo lesson
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18Python VariablesVideo lesson
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19Python ListVideo lesson
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20Python TupleVideo lesson
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21Python DictionariesVideo lesson
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22Python OperatorsVideo lesson
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23Python Conditional StatementsVideo lesson
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24Python LoopsVideo lesson
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25Python FunctionsVideo lesson

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