This Channel is run by Sanjay Sane, owner of Sane's Academy of A.I. and Statistics

Column Transformers | Python | Sci-kit Learn | Data Pre-Processing
9:22
Column Transformers | Python | Sci-kit Learn | Data Pre-Processing
Inferencing Interface on ML Model | streamlit App
10:28
Inferencing Interface on ML Model | streamlit App
Scatter Plot with Streamlit | Interactive Graphics
9:10
Scatter Plot with Streamlit | Interactive Graphics
Stack Ensembling - Part III | Grid Searching with Stacking | Sci-kit Learn
4:35
Stack Ensembling - Part III | Grid Searching with Stacking | Sci-kit Learn
Stack Ensembling - Part II | Pass-Through option | Scikit-Learn
5:08
Stack Ensembling - Part II | Pass-Through option | Scikit-Learn
Stack Ensembling - Part I | Sci-kit Learn
9:49
Stack Ensembling - Part I | Sci-kit Learn
Closer Look at K-Fold CV | Deeper Understanding of functions cross_val_predict & cross_val_score
10:24
Closer Look at K-Fold CV | Deeper Understanding of functions cross_val_predict & cross_val_score
Linear Optimization with Python (PuLP) | Linear Programming Problem(LPP)
9:40
Linear Optimization with Python (PuLP) | Linear Programming Problem(LPP)
Pipeline in GridSearchCV | Scikit-Learn
8:55
Pipeline in GridSearchCV | Scikit-Learn
Importance of Pipelines | Sci-Kit Learn | Python
9:54
Importance of Pipelines | Sci-Kit Learn | Python
Hyper-parameter Tuning | GridSearchCV | Sci-Kit Learn
10:04
Hyper-parameter Tuning | GridSearchCV | Sci-Kit Learn
Stratification | Why to Stratify? | stratify=y option
13:03
Stratification | Why to Stratify? | stratify=y option
K-Fold Cross-Validation | cross_val_score
8:02
K-Fold Cross-Validation | cross_val_score
Multi-Output Perceptron with TensorFlow
4:47
Multi-Output Perceptron with TensorFlow
Non-Sequential Neural Network with TensorFlow | Functional API
10:54
Non-Sequential Neural Network with TensorFlow | Functional API
Simple Training Custom Loop in TensorFlow | Linear Regression
12:51
Simple Training Custom Loop in TensorFlow | Linear Regression
Reshaping the Data in R | Making the data Longer and Wider in R | Package tidyr
8:06
Reshaping the Data in R | Making the data Longer and Wider in R | Package tidyr
Clinical Reporting using R | Package r2rtf
20:03
Clinical Reporting using R | Package r2rtf
Interactive Scatter Plot with Shiny R
10:37
Interactive Scatter Plot with Shiny R
Simple Graphics with Shiny | Interactive Histogram | Interactive Boxplot
14:54
Simple Graphics with Shiny | Interactive Histogram | Interactive Boxplot
Presenting any ML Model with Interactivity | ipwidgets | ML Project Presentation
11:12
Presenting any ML Model with Interactivity | ipwidgets | ML Project Presentation
Linear Optimization in Excel with Solver Add-in | LPP in Excel
11:11
Linear Optimization in Excel with Solver Add-in | LPP in Excel
Interact Function in ipwidgets | Simple Interactive Graphics with Python
6:41
Interact Function in ipwidgets | Simple Interactive Graphics with Python
Simple What-If Tool with Jupyter Widgets | ipwidgets
5:44
Simple What-If Tool with Jupyter Widgets | ipwidgets
Python Scripting in KNIME
11:23
Python Scripting in KNIME
Comparing Models in KNIME
13:38
Comparing Models in KNIME
Linear Regression with KNIME
7:59
Linear Regression with KNIME
Precision Score | F1-Score | Model Evaluation
6:14
Precision Score | F1-Score | Model Evaluation
Recall Score
10:33
Recall Score
Welcome to Sane's Academy Channel
2:28
Welcome to Sane's Academy Channel