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Joined April 12, 2023
641 total views
Nepal

Videos

Outliers in target variable
1:37
Outliers in target variable

0 views

9h ago

When to keep vs remove outliers
1:38
When to keep vs remove outliers

0 views

9h ago

Removing outliers
1:37
Removing outliers

0 views

9h ago

Log transformation for outliers
1:37
Log transformation for outliers

2 views

9h ago

Capping & flooring (winsorization)
1:39
Capping & flooring (winsorization)

0 views

9h ago

Z-score method
1:41
Z-score method

0 views

9h ago

IQR method
1:41
IQR method

0 views

9h ago

Visual detection — box plots, scatter plots
1:37
Visual detection — box plots, scatter plots

0 views

9h ago

What are outliers & why they matter?
1:38
What are outliers & why they matter?

0 views

9h ago

Memory usage — df.memory_usage()
1:02
Memory usage — df.memory_usage()

0 views

23h ago

df.sample() — random rows
1:00
df.sample() — random rows

0 views

23h ago

df.index — index information
1:00
df.index — index information

1 view

23h ago

df.columns — column names
0:59
df.columns — column names

0 views

23h ago

df.dtypes — column data types
1:08
df.dtypes — column data types

0 views

23h ago

df.info() — data types & nulls
1:02
df.info() — data types & nulls

0 views

23h ago

df.shape - rows & columns count
1:01
df.shape - rows & columns count

0 views

23h ago

df.head() / df.tail()
1:06
df.head() / df.tail()

0 views

23h ago

Loading from SQL database
1:26
Loading from SQL database

0 views

23h ago

Loading JSON — pd.read_json()
1:23
Loading JSON — pd.read_json()

6 views

1d ago

Loading Excel — pd.read_excel()
1:30
Loading Excel — pd.read_excel()

2 views

1d ago

Loading CSV — pd.read_csv()
1:28
Loading CSV — pd.read_csv()

1 view

1d ago

Building forward pass with NumPy
1:56
Building forward pass with NumPy

0 views

1d ago

Output Interpretation
2:02
Output Interpretation

0 views

2d ago

Batch Processing
2:08
Batch Processing

0 views

2d ago

Vector & matrix form
2:20
Vector & matrix form

0 views

2d ago

Multi-layer forward pass
2:05
Multi-layer forward pass

0 views

2d ago

Activation
2:19
Activation

0 views

2d ago

Weighted Sum
2:19
Weighted Sum

0 views

2d ago

Input layer → hidden layer → output
3:09
Input layer → hidden layer → output

0 views

2d ago

What is forward propagation?
3:30
What is forward propagation?

0 views

2d ago