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Python Numpy Data Analysis for Data Scie...
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Curriculum
Python Numpy Data Analysis for Data Scientist | AI | ML | DL
Numpy Chapter 01
0/4
01 Numpy Chapter 01 Introduction
2m 23s
Preview
02 Introduction to Numpy
2m 23s
03 Numpy Environment Setup
5m 15s
04 Numpy Programming Example
7m 31s
Numpy Chapter 02
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05 Numpy Chapter 02 Introduction
1m 9s
Preview
06 Creating Array in Numpy
8m 48s
07 Indexing and Slicing with Array
10m 51s
08 ndarray Object in Numpy
9m 14s
09 Data Types in Numpy Part 01
11m 38s
10 Data Types in Numpy Part02
6m 40s
11 Data Types Conversion in Numpy
8m 19s
Numpy Chapter 03
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12 Numpy Chapter 03 Introduction
1m 54s
Preview
13 Array Attributes
9m 47s
14 Array vs ndarray Attributes
2m 51s
15 Array Methods
7m 19s
16 Empty Array Creation
3m 32s
17 Zeros Array Creation
3m 39s
18 Ones Creation Array
3m 11s
19 Asarray Method in Numpy
3m 56s
Numpy Chapter 04
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00 Numpy Chapter 04 Introduction
1m 44s
01 Broadcasting and its Rule 01
7m 13s
02 Broadcasting and its 02 and 03 Rules
10m 23s
03 Frombuffer method in Array
5m 55s
04 Fromiter method in Numpy
4m 27s
05 Arange method in Numpy
3m 59s
06 Linespace and logspace in Numpy
6m 42s
07 For Loop Interations with Array
7m 14s
08 nditer in Numpy
5m 5s
09 ndenumerate in Numpy
3m 35s
10 Fill Method for Updating Array
3m 17s
11 Indexing and Slicing method to update
4m 43s
12 Put Method to Update
3m 32s
13 Boolean Indexing Method to Update
3m 42s
Numpy Chapter 05
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01 Numpy Chapter 05 Introduction
1m 31s
02 Reshape in Array Manipulation
5m 20s
03 Flat in Array Manipulation
2m 59s
04 Flatten in Array Manipulation
3m 4s
05 ravel Method in Array Manipulation
3m 22s
06 concatenate in Array Manipulation
6m 37s
07 Transpose Operation in Numpy
3m 24s
08 Split in Numpy Array
3m 22s
09 More Operations on Numpy Array
13m 6s
Preview
Numpy Chapter 06
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01 Numpy Chapter 06 Outlines
1m 33s
Preview
02 Bitwise And Operator in Numpy
7m 35s
03 Bitwise OR Operator working
5m 19s
04 Bitwise NOT Operator working
4m 30s
05 Bitwise Left and Right Shift
8m 33s
Numpy Chapter 07
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01 Outline Numpy Chapter 07
1m 15s
Preview
02 add and title in Array of String
6m 0s
03 Lower and upper in Array of String
2m 46s
04 Strip Split and Join in Array of String
6m 10s
05 replace method in Array of String
4m 26s
06 Trignometric in Array in Numpy
4m 6s
07 Math in Array in Numpy
6m 8s
Numpy Chapter 08
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01 Outline Numpy Chapter 08
1m 24s
02 All Arithmetic Operations in Numpy
12m 9s
Preview
03 Statistical Function in Numpy
6m 0s
04 Counting function in Numpy
9m 42s
Numpy Chapter 09
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01 Numpy Chapter 09
1m 32s
Preview
02 Sort method in Numpy
7m 19s
03 Argsort in Numpy
3m 32s
04 Searchsorted in Numpy
5m 28s
05 Partition in Numpy
6m 23s
06 where and argwhere in Numpy
5m 24s
07 searchsorted in Numpy
2m 6s
08 nonzero in Numpy
2m 0s
09 extract in Numpy
1m 59s
10 Boolean Indexing in Numpy
5m 11s
11 where filteration in Numpy
4m 4s
12 extract filteration in Numpy
1m 52s
13 compress in Numpy
1m 19s
Numpy Chapter 10
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01 Numpy Chapter 10
1m 6s
02 View in Numpy
7m 26s
03 Methods to Create view in Numpy
9m 12s
04 Copy in Numpy
4m 9s
05 Create Copy in Numpy
8m 19s
Video lesson
02 All Arithmetic Operations in Numpy
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