kingers Posted July 26 Report Share Posted July 26 Download Free Download : Udemy Data Science Methods and Algorithmsmp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz Genre:eLearning | Language: English | Size:15.22 GBFiles Included :1 Introduction.mp4 (278.74 MB)MP42 Setup of the Anaconda Cloud Notebook.mp4 (108.43 MB)MP43 Download and installation of the Anaconda Distribution (optional).mp4 (158.61 MB)MP44 The Conda Package Management System (optional).mp4 (268.39 MB)MP41 Overview of Python for Data Handling.mp4 (256.38 MB)MP410 Python Dictionary.mp4 (222.52 MB)MP411 Python List.mp4 (252.48 MB)MP412 Overview of Python Data Transformers and Functions.mp4 (22.89 MB)MP413 Python While-loop.mp4 (131.14 MB)MP414 Python For-loop.mp4 (118.38 MB)MP415 Python Logic Operators and conditional code branching.mp4 (220.59 MB)MP416 Python Functions I Some theory.mp4 (31.5 MB)MP417 Python Functions II create your own functions.mp4 (235.06 MB)MP418 Python Object Oriented Programming I Some theory.mp4 (159.4 MB)MP419 Python Object Oriented Programming II create your own custom objects.mp4 (338.8 MB)MP42 Python Integer.mp4 (85.87 MB)MP420 Python Object Oriented Programming III Files and Tables.mp4 (265.84 MB)MP421 Python Object Oriented Programming IV Recap and More.mp4 (405.91 MB)MP43 Python Float.mp4 (64.19 MB)MP44 Python Strings I.mp4 (89.24 MB)MP45 Python Strings II Intermediate String Methods.mp4 (141.7 MB)MP46 Python Strings III DateTime Objects and Strings.mp4 (154.51 MB)MP47 Overview of Python Native Data Storage Structures.mp4 (21.19 MB)MP48 Python Set.mp4 (99.62 MB)MP49 Python Tuple.mp4 (159.13 MB)MP41 Master Pandas for Data Handling Overview.mp4 (124.79 MB)MP410 Pandas Operations & Techniques DataFrame Inspection.mp4 (106.44 MB)MP411 Pandas Operations & Techniques Column Selections.mp4 (100.57 MB)MP412 Pandas Operations & Techniques Row Selections.mp4 (101.52 MB)MP413 Pandas Operations & Techniques Conditional Selections.mp4 (125.2 MB)MP414 Pandas Operations & Techniques Scalers and Standardization.mp4 (128.51 MB)MP415 Pandas Operations & Techniques Concatenate DataFrames.mp4 (171.6 MB)MP416 Pandas Operations & Techniques Joining DataFrames.mp4 (114.9 MB)MP417 Pandas Operations & Techniques Merging DataFrames.mp4 (211.75 MB)MP418 Pandas Operations & Techniques Transpose & Pivot Functions.mp4 (205.52 MB)MP419 Pandas Data Preparation I Overview & workflow.mp4 (51.28 MB)MP42 Pandas theory and terminology.mp4 (111.82 MB)MP420 Pandas Data Preparation II Edit DataFrame labels.mp4 (98.16 MB)MP421 Pandas Data Preparation III Duplicates.mp4 (145.54 MB)MP422 Pandas Data Preparation IV Missing Data & Imputation.mp4 (311.95 MB)MP423 Pandas Data Preparation V Data Binnings [Extra Video].mp4 (273.75 MB)MP424 Pandas Data Preparation VI Indicator Features [Extra Video].mp4 (208.2 MB)MP425 Pandas Data Description I Overview.mp4 (29.42 MB)MP426 Pandas Data Description II Sorting and Ranking.mp4 (126.12 MB)MP427 Pandas Data Description III Descriptive Statistics.mp4 (159.32 MB)MP428 Pandas Data Description IV Crosstabulations & Groupings.mp4 (170.94 MB)MP429 Pandas Data Visualization I Overview.mp4 (37.27 MB)MP43 Creating a Pandas DataFrame from scratch.mp4 (150.61 MB)MP430 Pandas Data Visualization II Histograms.mp4 (202.64 MB)MP431 Pandas Data Visualization III Boxplots.mp4 (132.63 MB)MP432 Pandas Data Visualization IV Scatterplots.mp4 (218.21 MB)MP433 Pandas Data Visualization V Pie Charts.mp4 (218.85 MB)MP434 Pandas Data Visualization VI Line plots.mp4 (264.18 MB)MP44 Pandas File Handling Overview.mp4 (22.22 MB)MP45 Pandas File Handling The csv file format.mp4 (113.85 MB)MP46 Pandas File Handling The xlsx file format.mp4 (139.83 MB)MP47 Pandas File Handling SQL-database files and Pandas DataFrame.mp4 (91.84 MB)MP48 Pandas Operations & Techniques Overview.mp4 (32.3 MB)MP49 Pandas Operations & Techniques Object Inspection.mp4 (100.54 MB)MP41 Regression, Prediction, and Supervised Learning Section Overview (I).mp4 (121.74 MB)MP410 Regression Regularization, Lasso and Ridge models (X).mp4 (520.37 MB)MP411 Decision Tree Regression models (XI).mp4 (476.2 MB)MP412 Random Forest Regression (XII).mp4 (410.49 MB)MP413 Voting Regression (XIII).mp4 (244.87 MB)MP42 The Traditional Simple Regression Model (II).mp4 (173.56 MB)MP43 The Traditional Simple Regression Model (III).mp4 (317.52 MB)MP44 Some practical and useful modelling concepts (IV).mp4 (114.68 MB)MP45 Some practical and useful modelling concepts (V).mp4 (120.26 MB)MP46 Linear Multiple Regression model (VI).mp4 (338.29 MB)MP47 Linear Multiple Regression model (VII).mp4 (232.97 MB)MP48 Multivariate Polynomial Multiple Regression models (VIII).mp4 (99.66 MB)MP49 Multivariate Polynomial Multiple Regression models (VIIII).mp4 (408.84 MB)MP41 Classification and Supervised Learning, overview.mp4 (118.32 MB)MP42 Logistic Regression Classifier.mp4 (379.79 MB)MP43 The Naive Bayes Classifier.mp4 (328.19 MB)MP44 The Decision Tree Classifier.mp4 (549.16 MB)MP45 The Random Forest Classifier.mp4 (331.55 MB)MP46 The Voting Classifier.mp4 (203.98 MB)MP41 Cluster Analysis, an overview.mp4 (202.42 MB)MP42 K-Means Cluster Analysis, and an introduction to auto-updated K-means algorithms.mp4 (253.81 MB)MP43 Density-Based Spatial Clustering of Applications with Noise (DBSCAN).mp4 (334.37 MB)MP44 Four Hierarchical Clustering algorithms.mp4 (210.65 MB)MP4 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