Videos of playlist "PLRx7SqpZ_xmAq1QRuPTxsNwvqjMV3Jguc"
2:10:27 / Python Programming Basics for Data Science and Machine Learning
3:01:15 / Exploratory Data Analysis - Descriptive Statistics Data Visualizations Data Aggregation Python ML
3:07:19 / Data Preprocessing Python Missing Values Data Transformation Encoding Machine Learning Data Science
1:49:20 / Data Preprocessing 2 Python Missing Values Data Transformation Encoding Machine Learning Datascience
2:21:41 / Data Preprocessing 3 Python Missing Values Data Transformation Encoding Machine Learning Datascience
3:03:33 / Data Science Machine Learning Statistics Python Hypothesis Testing Theory to Practical
1:54:33 / Data Science Machine Learning Statistics Python Hypothesis Testing Theory to Practical Part 2
2:38:38 / Data Science Machine Learning Capstone Project Data Preprocessing Python House Price Prediction
59:53 / Mastering Unsupervised Learning with KMeans Clustering Excel vs Python
49:02 / Excel vs Python: KMeans Showdown Mastering Manual KMeans in Data Science
1:13:57 / Data Science Machine Learning Multiple Linear Regression Microsoft Excel Theory Matrix Calculation
43:16 / Data Science Machine Learning Binary Logistic Regression Theory Microsoft Excel Manual Calculation
45:05 / Data Science Machine Learning Python Binary Logistic Regression Classification Theory to Practical
1:19:37 / Data Science Machine Learning Python Multiple Linear Regression OLS Algorithm Theory to Practical
44:17 / Data Science Machine Learning Tree Models Decision Tree Theory Manual Calculation Python MS Excel
1:04:05 / Data Science Machine Learning Ensemble Method Bagging Random Forest Algorithm Theory Python
1:02:08 / Data Science Machine Learning Algorithm Ensemble Method Boosting Gradient Boosting Python Theory
13:23 / Data Science: Python's Manual Naive Bayes Algorithm Calculation Probability
40:34 / The Ultimate Guide to Naive Bayes in Python & Excel Data Imbalance in Machine Learning
47:03 / Harnessing Power of Support Vector Machines Data Science 101: Understand Machine Learning Algorithms
