Six Sigma Pro SMART

38.3K subscribers

229 videos

This channel provides high-quality video content on Data Science, Machine Learning, Artificial Intelligence, Python, Statistics, and Six Sigma. Our strength ...

Latest Videos

REVOLUTIONIZE Your Business with a Balanced Scorecard!

You Won't Believe How Easy Machine Learning Pipelines Can Be

Machine Learning Pipelines Keeping It Simple Hands-on Tutorial Data Science Python

Categorical Data Imputation in Python using Predictive Models

A Better Approach to Categorical Data Imputation in Python

How to Improve a Classification Model Hands-on Case Study Gaussian Naive Bayes

Hands-on Customer Segmentation Case Study Linear Discriminant Analysis

Principal Component Analysis (PCA) Dimension Reduction Unsupervised Learning Data Science

Hypothesis Testing for Beginners

Hands-on Support Vector Machines Data Science Case Study in Python

Hands-on Logistic Regression Case Study Data Science using Python

Air BNB Price Prediction Case Study Boosting Algorithms Adaptive, Gradient, and XGBoost

Hands-on Data Preparation and Feature Engineering in Python Zomato Case Study

The Math behind Neural Networks Backpropagation simplified for beginners Deep Learning basics

The Math behind Neural Networks Forward Pass simplified for beginners Deep Learning basics

Optimizers in Neural Networks Adagrad RMSprop ADAM Deep Learning basics

Dropout Regularization in Neural Networks Deep Learning basics

Optimizers in Neural Networks Gradient Descent with Momentum NAG Deep Learning basics

The Softmax Activation Function Deep Learning baiscs

Comparing Machine Learning Models Logistic Regression LDA Decision Trees Random Forest

All-in-one Data Preparation Missing Values Outliers Scaling Multicollinearity Encoding

Gradient Descent Continued Deep Learning basics

Gradient Descent Deep Learning basics

Batch Normalization in Neural Networks Deep Learning basics

Neural Networks throw their weights around 😊 Xavier & He Initialization Deep Learning basics

Importance of Weight Initialization in Neural Networks Deep Learning basics

All-in-one Activation Functions Sigmoid, tanh, ReLU, Leaky ReLU, ELU, Swish Deep Learning basics

Activation functions Better Neural Networks Deep Learning basics

Importance of Activation Functions in Neural Networks Deep Learning basics

Where and how to find the best datasets Data Science