Complete python boot camp: (Python and adv Python, Numpy)
- Description
- Curriculum
- FAQ
- Reviews
The course is divided into mainly two parts: basics and advanced.
A person who is beginner or never have done programming can benefit from the course. Those folks who have done some amount of programming can take good benefit of advanced topics.
All these topics are taught as concept and hands-on practicals.
The course contents are:
Python
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Why python?
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Installation of Development Environment
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Variables, Strings, List
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Condition, Loops,
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Functions
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Dictionary
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Tuples
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File Handling
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JSON
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Exceptions
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Comprehension (List, Dictionary, Tuple)
Advanced Topics
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Iterator
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Generator
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Regular Expression
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Networking, Web Interaction
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Database, SQL, SQLite
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Database: Single table, multiple tables
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Multi-threading,
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Multi processing
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Custom Modules
Objected Oriented Programming
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Classes and Objects
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Inheritance,
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Exceptions,
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Iterator
NumPy
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Numpy array operations
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Indexing
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Slicing
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Stacking
Various hands-on practicals and exercises are also provided as part of recordings
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1
Intro & Course Contents -
2
Development Environment and Installation
Video talks about IDLE/Anaconda, PyCharm, Jupyter for development
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3
Variables and Numbers in Python (with Practical)
The video talks about variables, numbers and its demo
Lab: Perform the hands-on/coding as given in the video
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4
Strings in Python (with Practical)
The video explains string support in python.
Lab: Perform the hands-on/coding as given in the video
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5
Lists in Python (with Practical)
The video explains List as one of the data structures
Lab: Perform the hands-on/coding as given in the video
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6
Conditional Execution (with Practical)
The video talks about writing conditional programs (if ..)
Lab: Perform the hands-on/coding as given in the video
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7
Loops (with Practical)
The video talks about writing code using for and while loop
Lab: Perform the hands-on/coding as given in the video.
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8
Functions (with Practical)
The video talks about functions and writing our own functions in python.
Lab: Perform the hands-on/coding as given in the video
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9
Dictionaries in Python (with Practical)
The video explains and demonstrates use of dictionary datastructure
Lab: Perform the hands-on/coding as given in the video
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10
Tuples in Python (with Practical)
The video explains and demonstrates use of tuples datastructure
Lab: Perform the hands-on/coding as given in the video
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11
Exceptions and it's Handling
The video explains how to handle exceptions, approach to handle exception
Lab: Perform the hands-on/coding as given in the video
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12
Exceptions and it's Handling (Practical)
The video explains how to handle exceptions, approach to handle exception
Lab: Perform the hands-on/coding as given in the video
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13
Iterators (with Strings, List, Dictionary, Tuple)
The video explains Iterators (with Strings, List, Tuple)
Lab: Perform the hands-on/coding as given in the video
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14
Iterators Practical (with Strings, List, Dictionary, Tuple)
The video explains Iterators (with Strings, List, Tuple)
Lab: Perform the hands-on/coding as given in the video
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15
Comprehension - List, Dictionary (with Practical)
The video explains comprehension (with List, Dictionary)
Lab: Perform the hands-on/coding as given in the video
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16
Comprehension - Sets (with Practical)
The video explains Sets and comprehension (with Sets )
Lab: Perform the hands-on/coding as given in the video
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17
File Support (with Practical) - part 1
The video explains file operations
Lab: Perform the hands-on/coding as given in the video
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18
File Support (with Practical) - part 2
The video explains file operations
Lab: Perform the hands-on/coding as given in the video
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19
JSON support (with Practical)
The video explains JSON format and its uses
Lab: Perform the hands-on/coding as given in the video
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20
Regular Expression with practical (part 1)
The video explains regular expression support in python
Lab: Perform the hands-on/coding as given in the video
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21
Regular Expression with practical (part 2)
The video explains regular expression support in python
Lab: Perform the hands-on/coding as given in the video
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22
Networking, Web Access with practical (part 1)
The video explains networking/ web access support
Lab: Perform the hands-on/coding as given in the video
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23
Networking, Web Access with practical (part 2)
The video explains networking/ web access support
Lab: Perform the hands-on/coding as given in the video
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24
Database, SQL, SQLite interaction (part 1)
The video explains database concepts, SQL, usage of SQLite for Insert, Read, Update and Delete operations.
Lab: Perform the hands-on/coding as given in the video
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25
Database, SQL, SQLite interaction (part 2)
The video explains database concepts, SQL, usage of SQLite for Insert, Read, Update and Delete operations.
Lab: Perform the hands-on/coding as given in the video
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26
Create Database, Table(s) with Practical
The video explains database concepts, SQL, usage of SQLite for Insert, Read, Update and Delete operations.
Lab: Perform the hands-on/coding as given in the video
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27
Insert data (records) to Table with Practical
The video explains database concepts, SQL, usage of SQLite for Insert, Read, Update and Delete operations.
Lab: Perform the hands-on/coding as given in the video
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28
Read data (records) from Table with Practical
The video explains database concepts, SQL, usage of SQLite for Insert, Read, Update and Delete operations.
Lab: Perform the hands-on/coding as given in the video
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29
Update data (records) in Table, Delete data (records) from Table with Practical
The video explains database concepts, SQL, usage of SQLite for Insert, Read, Update and Delete operations.
Lab: Perform the hands-on/coding as given in the video
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30
Multiple Tables, Join query with Practical
The video explains using of multiple tables, concept of foreign key, join query
Lab: Perform the hands-on/coding as given in the video
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31
Module- Custom Module
The video explains creation of custom modules.
Lab: Perform the hands-on/coding as given in the video
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32
Multi Threading and Multi Processing (part 1)
The video explains multi threading and without multi threading approach
Lab: Perform the hands-on/coding as given in the video
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33
Multi Threading and Multi Processing (part 2)
The video explains multiprocessing along with it's details
Lab: Perform the hands-on/coding as given in the video
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34
OO- Classes Objects, Inheritance
The video is about:
Classes
Objects
Inheritance
multiple inheritance
method overriding
identifying instance
identifying subclass
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35
OO- Classes Objects, Inheritance with Practical
The video is about:
Classes
Objects
Inheritance
multiple inheritance
method overriding
identifying instance
identifying subclass
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36
OO- Custom Exceptions
The video explains how to create custom exception
Lab: Perform the hands-on/coding as given in the video
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37
OO- Custom Iterator , Generator functions
The video explains how to create custom Iterator. The video also explains about developing generator function
Lab: Perform the hands-on/coding as given in the video
