| Stored files |
| "Data Science Methods and Algorithms [2026]\Chapter 1_Introduction to Data Science Methods and Algorithms\1.Introduction.mp4" | 192,884,937 | C34136CC |
| "Data Science Methods and Algorithms [2026]\Chapter 1_Introduction to Data Science Methods and Algorithms\2.Setup of the Anaconda Cloud Notebook.mp4" | 183,065,154 | B7136070 |
| "Data Science Methods and Algorithms [2026]\Chapter 1_Introduction to Data Science Methods and Algorithms\3.Download and installation of the Anaconda Distribution (optional).mp4" | 108,584,731 | C255C834 |
| "Data Science Methods and Algorithms [2026]\Chapter 1_Introduction to Data Science Methods and Algorithms\4.The Conda Package Management System (optional).mp4" | 494,718,291 | 9A580AF1 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\10.Python Strings and DateTime Objects.mp4" | 416,757,159 | 1AF36A82 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\12.Python Set.mp4" | 127,763,712 | 5AFF9A4D |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\13.Python Tuple.mp4" | 131,601,820 | A9C83282 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\14.Python Dictionary.mp4" | 213,698,284 | C5AB0B05 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\15.Python List.mp4" | 187,222,430 | 5AD71E4A |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\17.Python While-loop.mp4" | 195,831,779 | 47262278 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\18.Python For-loop.mp4" | 260,931,061 | C1E06B90 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\19.Python Conditional Code Branching and Logic Operators.mp4" | 271,211,726 | 74CF49ED |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\20.Python Function Theory.mp4" | 183,311,943 | AF200AB1 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\21.Python Functions_ create your own functions.mp4" | 287,647,577 | DDCD5001 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\23.Python Object Oriented Programming_ Some theory.mp4" | 213,800,374 | 35C4D1ED |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\24.Python Object Oriented Programming II_ create your own custom objects.mp4" | 440,645,708 | F1D82C6A |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\25.Python Object Oriented Programming III_ Files and Tables.mp4" | 360,019,086 | 5B724EF0 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\26.Python Object Oriented Programming IV_ Recap and More.mp4" | 547,619,512 | 0D9E01B7 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\5.Overview.mp4" | 352,448,767 | A56B61B8 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\6.Python Integers.mp4" | 110,802,129 | C9015E98 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\7.Python Floats.mp4" | 341,048,132 | E0E9ECDF |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\8.Python Strings.mp4" | 151,688,145 | 59CEF718 |
| "Data Science Methods and Algorithms [2026]\Chapter 2_Master Python for Data Handling\9.Python String Methods.mp4" | 181,671,741 | 56C4546F |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\27.Master Pandas for Data Handling_ Overview.mp4" | 109,385,204 | 4F65A55C |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\28.Pandas Theory and Terminology.mp4" | 121,638,399 | 753D098E |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\29.Creating a Pandas DataFrame from scratch.mp4" | 200,921,824 | 0B2AD3E1 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\31.Pandas File Handling_ The _csv file format.mp4" | 136,705,126 | A0F57F63 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\32.Pandas File Handling_ The _xlsx file format.mp4" | 207,630,805 | 396EF942 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\37.Pandas Operations & Techniques_ Column Selections.mp4" | 119,381,233 | A4D4696B |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\39.Pandas Operations & Techniques_ Conditional Selections.mp4" | 112,627,236 | D33342C0 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\40.Pandas Operations & Techniques_ Scalers and Standardization.mp4" | 162,243,816 | 2FC1557A |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\41.Pandas Operations & Techniques_ Concatenate DataFrames.mp4" | 228,268,694 | 5654834C |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\42.Pandas Operations & Techniques_ Joining DataFrames.mp4" | 144,040,452 | 01BB00E4 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\43.Pandas Operations & Techniques_ Merging DataFrames.mp4" | 328,930,570 | 77933151 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\44.Pandas Operations & Techniques_ Transpose & Pivot Functions.mp4" | 262,754,113 | 509BE606 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\47.Pandas Data Preparation III_ Duplicates.mp4" | 127,783,429 | 4BA7E2DB |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\48.Pandas Data Preparation IV_ Missing Data & Imputation.mp4" | 473,003,817 | FFCDE8C2 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\49.Pandas Data Preparation V_ Data Binnings [Extra Video].mp4" | 210,752,581 | 883F3B59 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\50.Pandas Data Preparation VI_ Indicator Features [Extra Video].mp4" | 169,570,693 | 7B593DFA |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\53.Pandas Data Description III_ Descriptive Statistics.mp4" | 154,711,579 | F174F3A0 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\54.Pandas Data Description IV_ Crosstabulations & Groupings.mp4" | 142,115,277 | D6BE5E5A |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\56.Pandas Data Visualization II_ Histograms.mp4" | 244,366,867 | 794CD80B |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\57.Pandas Data Visualization III_ Boxplots.mp4" | 112,698,767 | 80F97815 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\58.Pandas Data Visualization IV_ Scatterplots.mp4" | 205,351,030 | 2C941190 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\59.Pandas Data Visualization V_ Pie Charts.mp4" | 208,593,270 | E30A5AA3 |
| "Data Science Methods and Algorithms [2026]\Chapter 3_Master Pandas for Data Handling\60.Pandas Data Visualization VI_ Line plots.mp4" | 387,523,656 | 599825ED |
| "Data Science Methods and Algorithms [2026]\Chapter 5_Master Classification & Supervised Learning\75.Logistic Regression Classifier.mp4" | 485,175,156 | 7F9017D1 |
| "Data Science Methods and Algorithms [2026]\Chapter 5_Master Classification & Supervised Learning\76.The Naive Bayes Classifier.mp4" | 460,891,533 | CF7A928B |
| "Data Science Methods and Algorithms [2026]\Chapter 5_Master Classification & Supervised Learning\77.K-Nearest Neighbor Classifier (KNN) [Extra Video].mp4" | 507,663,650 | 827946BD |
| "Data Science Methods and Algorithms [2026]\Chapter 5_Master Classification & Supervised Learning\78.The Decision Tree Classifier.mp4" | 818,284,826 | 23E6AE55 |
| "Data Science Methods and Algorithms [2026]\Chapter 5_Master Classification & Supervised Learning\79.The Random Forest Classifier.mp4" | 407,115,008 | C52E2699 |
| "Data Science Methods and Algorithms [2026]\Chapter 5_Master Classification & Supervised Learning\80.Linear Discriminant Analysis (LDA) [Extra Video].mp4" | 567,861,346 | 4103E60B |
| "Data Science Methods and Algorithms [2026]\Chapter 5_Master Classification & Supervised Learning\81.The Voting Classifier.mp4" | 404,183,409 | B9258180 |
| "Data Science Methods and Algorithms [2026]\Chapter 6_Master Cluster Analysis and Unsupervised Learning\82.Overview.mp4" | 397,974,272 | 0538B260 |
| "Data Science Methods and Algorithms [2026]\Chapter 6_Master Cluster Analysis and Unsupervised Learning\83.K-Means Cluster Analysis.mp4" | 427,808,656 | D3BFE218 |
| "Data Science Methods and Algorithms [2026]\Chapter 6_Master Cluster Analysis and Unsupervised Learning\85.Density-Based Spatial Clustering of Applications with Noise (DBSCAN).mp4" | 396,227,741 | 171D442F |
| "Data Science Methods and Algorithms [2026]\Chapter 6_Master Cluster Analysis and Unsupervised Learning\86.Four Hierarchical Clustering algorithms.mp4" | 241,719,146 | C048B756 |
| "Data Science Methods and Algorithms [2026]\Chapter 6_Master Cluster Analysis and Unsupervised Learning\87.Principal Component Analysis (PCA).mp4" | 449,593,381 | 30FE3D66 |
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