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Control flow: if else

Instructor: Applied AI Course Duration: 10 mins

 

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Python If statement:   Python if-else statement:   Python if-elif-else statement:  

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Control flow: while loop

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2.1
Lists

38 min
3.1
Introduction to IRIS dataset and 2D scatter plot

26 min
3.2
3D scatter plot

6 min
3.3
Pair plots

14 min
3.4
Limitations of pair plots

2 min
3.5
Histogram and Introduction to PDF(Probability Density Function)

17 min
3.6
Univariate Analysis using PDF

6 min
3.7
CDF(Cumulative Distribution Function)

15 min
3.8
Mean, Variance and Standard Deviation

17 min
3.9
Median

10 min
3.10
Percentiles and Quantiles

9 min
3.11
Box-plot with Whiskers

9 min
3.12
Violin Plots

4 min
3.13
Summarizing Plots, Univariate, Bivariate and Multivariate analysis

6 min
3.14
Multivariate Probability Density, Contour Plot

9 min
3.15
Exercise: Perform EDA on Haberman dataset

4 min
4.1
Why learn it ?

4 min
4.2
Introduction to Vectors(2-D, 3-D, n-D)

14 min
4.3
Dot Product and Angle between 2 Vectors

14 min
4.4
Projection and Unit Vector

5 min
4.5
Equation of a line (2-D), Plane(3-D) and Hyperplane (n-D)

23 min
4.6
Equation of a Circle (2-D), Sphere (3-D) and Hypersphere (n-D)

7 min
4.7
Equation of an Ellipse (2-D), Ellipsoid (3-D) and Hyperellipsoid (n-D)

6 min
4.8
Square, Rectangle

6 min