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Python Programming with Data science
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Introduction
This course provides an introduction to programming , the Python language and how to use python in Data Science. Students are introduced not only to core programming concepts like conditionals statements, loops, variables, functions and data structures but also the various tools such as Numpy, Pandas, Matplotlib. This course includes an overview of the various tools available for writing and running Python, and gets students coding quickly. It also provides hands-on coding exercises using commonly used data structures, writing custom functions, and reading and writing to files. After completion of this course student will be able to do work as Software engineer, Data Scientist, Data Analyst.
1. Introduction to python programming
2. Data Types in Python
3.1 Operators in Python
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33.1 Arithmetic Operator, Comparison or Relational Operator, logical OperatorVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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43.2 Assignments Operator, Membership Operator, Identity Operator, Bitwise OperatorVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
4.Python Conditional Statement
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54.1 What is conditional statement if statementVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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64.2 elif or if - elif - else statementVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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74.3 Assignments on if,elif,else statementVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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84.4 Nested if statementVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
5. Python looping Statement
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95.1 for loopVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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105.2 Range FunctionVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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115.3 While LoopVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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125.4 Control StatementVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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135.5 Nested for loopVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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145.6. Assignments of nested for loopVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
6. Python Sequence
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156.1 List 1Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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166.2 List 2Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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176.3 TupleVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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186.4 SetVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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196.5 Dictionary 1Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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206.6 Dictionary 2Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
7. Functions in python
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217.1 Introduction to python and custom function with exampleVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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227.2 Arguments and its typeVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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237.3 Lambda and map fuctionVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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247.4 Folter and reduce functionVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
8. File handling
9. Exception Handling
10. Regular expression
11. Web Scrapping
12. OOps
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2912.1 Introduction to oops & its syntaxVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3012.2 oops methodsVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3112.3 Method overriding , encasulations, Inheritance, abstractionVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
13. Numpy
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3213.1 Introduction to NumpyVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3313.2 Numpy Functionality- arrange {}Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
14. Pandas
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3414.1 Introduction to Pandas, creating object and reading csv fileVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3514.2 creation of series and dataframesVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3614.3 Working with Columns in pandasVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3714.4 Data Processing functionsVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3814.5 Introduction to concateVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3914.6 Example of concate functionsVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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4014.7 joins using mergeVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
15. Visualization Library
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4115.1 Explotatory Data AnalysisVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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4215.2 Data AnalysisVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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4315.3 MatplotlibVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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4415.4 SeabornVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Course details
Duration
12 Weeks
Lectures
44
Level
Intermediate
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Archive
Working hours
| Monday | 24 Hrs Online |
| Tuesday | 24 Hrs Online |
| Wednesday | 24 Hrs Online |
| Thursday | 24 Hrs Online |
| Friday | 24 Hrs Online |
| Saturday | 24 Hrs Online |
| Sunday | 24 Hrs Online |