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Language:
English
Total Size:
1.0 GB
Info Hash:
F028AEF414E058B4AB3062406C6563809B079E87
Added By:
Added:
Oct. 23, 2023, 4:52 a.m.
Stats:
|
(Last updated: May 17, 2025, 2:17 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| Bonus Resources.txt | 386 bytes |
| 01_introduction-to-specialization.en.srt | 6.1 KB |
| 01_introduction-to-specialization.en.txt | 3.2 KB |
| 01_introduction-to-specialization.mp4 | 22.5 MB |
| 02_course-introduction.en.srt | 3.9 KB |
| 02_course-introduction.en.txt | 2.1 KB |
| 02_course-introduction.mp4 | 18.1 MB |
| 03_instructor-introduction.en.srt | 4.4 KB |
| 03_instructor-introduction.en.txt | 2.8 KB |
| 03_instructor-introduction.mp4 | 19.2 MB |
| 01_introduction-to-capstone-project.en.srt | 2.7 KB |
| 01_introduction-to-capstone-project.en.txt | 1.4 KB |
| 01_introduction-to-capstone-project.mp4 | 3.5 MB |
| 01_task-1-use-data-wrangling-on-your-dataset.en.srt | 9.6 KB |
| 01_task-1-use-data-wrangling-on-your-dataset.en.txt | 4.9 KB |
| 01_task-1-use-data-wrangling-on-your-dataset.mp4 | 18.5 MB |
| 01_task-2-use-principal-component-analysis-pca-to-reduce-the-number-of-dimensions.en.srt | 6.1 KB |
| 01_task-2-use-principal-component-analysis-pca-to-reduce-the-number-of-dimensions.en.txt | 3.5 KB |
| 01_task-2-use-principal-component-analysis-pca-to-reduce-the-number-of-dimensions.mp4 | 13.0 MB |
| 01_task-3-run-a-regression-model.en.srt | 2.9 KB |
| 01_task-3-run-a-regression-model.en.txt | 1.5 KB |
| 01_task-3-run-a-regression-model.mp4 | 4.3 MB |
| 02_real-world-problem-using-linear-regression-modeling-part-1.en.srt | 7.5 KB |
| 02_real-world-problem-using-linear-regression-modeling-part-1.en.txt | 4.4 KB |
| 02_real-world-problem-using-linear-regression-modeling-part-1.mp4 | 15.8 MB |
| 01_task-4-interpreting-results-from-a-linear-regression-model.en.srt | 7.6 KB |
| 01_task-4-interpreting-results-from-a-linear-regression-model.en.txt | 3.9 KB |
| 01_task-4-interpreting-results-from-a-linear-regression-model.mp4 | 15.2 MB |
| 02_real-world-problem-using-linear-regression-modeling-part-ii.en.srt | 5.1 KB |
| 02_real-world-problem-using-linear-regression-modeling-part-ii.en.txt | 3.1 KB |
| 02_real-world-problem-using-linear-regression-modeling-part-ii.mp4 | 12.3 MB |
| 01_how-to-combine-tasks-1-4-to-make-your-capstone-project.en.srt | 3.2 KB |
| 01_how-to-combine-tasks-1-4-to-make-your-capstone-project.en.txt | 1.9 KB |
| 01_how-to-combine-tasks-1-4-to-make-your-capstone-project.mp4 | 4.8 MB |
| 01_specialization-introduction.en.srt | 6.1 KB |
| 01_specialization-introduction.en.txt | 3.2 KB |
| 01_specialization-introduction.mp4 | 22.5 MB |
| 02_course-introduction.en.srt | 4.6 KB |
| 02_course-introduction.en.txt | 2.9 KB |
| 02_course-introduction.mp4 | 16.8 MB |
| 03_instrutor-introduction.en.srt | 5.3 KB |
| 03_instrutor-introduction.en.txt | 2.8 KB |
| 03_instrutor-introduction.mp4 | 19.2 MB |
| 01_review-of-linear-equations.en.srt | 5.3 KB |
| 01_review-of-linear-equations.en.txt | 2.8 KB |
| 01_review-of-linear-equations.mp4 | 5.7 MB |
| 02_determinants.en.srt | 7.9 KB |
| 02_determinants.en.txt | 4.7 KB |
| 02_determinants.mp4 | 9.8 MB |
| 03_find-the-determinant-of-any-matrix-using-python.en.srt | 8.1 KB |
| 03_find-the-determinant-of-any-matrix-using-python.en.txt | 4.3 KB |
| 03_find-the-determinant-of-any-matrix-using-python.mp4 | 10.3 MB |
| 01_inverse-of-a-2-x-2-matrix.en.srt | 6.3 KB |
| 01_inverse-of-a-2-x-2-matrix.en.txt | 3.3 KB |
| 01_inverse-of-a-2-x-2-matrix.mp4 | 6.6 MB |
| 02_inverses-of-a-3-x-3-matrix.en.srt | 7.7 KB |
| 02_inverses-of-a-3-x-3-matrix.en.txt | 4.1 KB |
| 02_inverses-of-a-3-x-3-matrix.mp4 | 8.0 MB |
| 01_review-of-matrix-arithmetic.en.srt | 8.0 KB |
| 01_review-of-matrix-arithmetic.en.txt | 4.0 KB |
| 01_review-of-matrix-arithmetic.mp4 | 8.5 MB |
| 02_review-matrix-algebra-in-python.mp4 | 12.8 MB |
| 03_using-python-to-find-the-transpose-of-a-matrix.en.srt | 5.9 KB |
| 03_using-python-to-find-the-transpose-of-a-matrix.en.txt | 2.9 KB |
| 03_using-python-to-find-the-transpose-of-a-matrix.mp4 | 8.6 MB |
| 04_using-python-to-find-the-inverse-of-a-matrix.en.srt | 6.6 KB |
| 04_using-python-to-find-the-inverse-of-a-matrix.en.txt | 3.4 KB |
| 04_using-python-to-find-the-inverse-of-a-matrix.mp4 | 13.0 MB |
| 06_using-matrix-algebra-in-python.en.srt | 10.8 KB |
| 06_using-matrix-algebra-in-python.en.txt | 5.5 KB |
| 06_using-matrix-algebra-in-python.mp4 | 16.9 MB |
| 01_row-reduction-infinitely-many-solutions.en.srt | 8.6 KB |
| 01_row-reduction-infinitely-many-solutions.en.txt | 4.3 KB |
| 01_row-reduction-infinitely-many-solutions.mp4 | 11.3 MB |
| 02_row-reduction-no-solutions.en.srt | 6.2 KB |
| 02_row-reduction-no-solutions.en.txt | 3.4 KB |
| 02_row-reduction-no-solutions.mp4 | 9.1 MB |
| 03_finding-inverses-of-a-higher-dimension-matrices.en.srt | 11.1 KB |
| 03_finding-inverses-of-a-higher-dimension-matrices.en.txt | 5.6 KB |
| 03_finding-inverses-of-a-higher-dimension-matrices.mp4 | 22.7 MB |
| 01_solving-systems-using-the-inverse.en.srt | 6.9 KB |
| 01_solving-systems-using-the-inverse.en.txt | 4.2 KB |
| 01_solving-systems-using-the-inverse.mp4 | 8.0 MB |
| 02_cramers-rule.en.srt | 5.3 KB |
| 02_cramers-rule.en.txt | 2.7 KB |
| 02_cramers-rule.mp4 | 7.2 MB |
| 01_linear-transformations.en.srt | 4.5 KB |
| 01_linear-transformations.en.txt | 2.8 KB |
| 01_linear-transformations.mp4 | 5.5 MB |
| 02_examples-of-linear-transformations.en.srt | 7.4 KB |
| 02_examples-of-linear-transformations.en.txt | 4.5 KB |
| 02_examples-of-linear-transformations.mp4 | 9.2 MB |
| 03_matrix-representations-of-transformations.en.srt | 8.0 KB |
| 03_matrix-representations-of-transformations.en.txt | 4.1 KB |
| 03_matrix-representations-of-transformations.mp4 | 8.5 MB |
| 01_eigenvalues.en.srt | 8.2 KB |
| 01_eigenvalues.en.txt | 4.1 KB |
| 01_eigenvalues.mp4 | 8.6 MB |
| 02_finding-eigenvalues.en.srt | 9.3 KB |
| 02_finding-eigenvalues.en.txt | 5.7 KB |
| 02_finding-eigenvalues.mp4 | 9.9 MB |
| 03_eigenspace.en.srt | 7.1 KB |
| 03_eigenspace.en.txt | 3.7 KB |
| 03_eigenspace.mp4 | 7.3 MB |
| 04_diagonalizable-matrix.en.srt | 10.4 KB |
| 04_diagonalizable-matrix.en.txt | 6.3 KB |
| 04_diagonalizable-matrix.mp4 | 11.9 MB |
| 05_diagonalizable-matrices-ii.en.srt | 10.1 KB |
| 05_diagonalizable-matrices-ii.en.txt | 5.0 KB |
| 05_diagonalizable-matrices-ii.mp4 | 16.9 MB |
| 06_diagonalization-of-a-matrix-using-python.en.srt | 3.4 KB |
| 06_diagonalization-of-a-matrix-using-python.en.txt | 1.8 KB |
| 06_diagonalization-of-a-matrix-using-python.mp4 | 4.7 MB |
| 01_real-world-examples.en.srt | 14.6 KB |
| 01_real-world-examples.en.txt | 7.5 KB |
| 01_real-world-examples.mp4 | 17.6 MB |
| 02_more-real-world-examples-pca-step-by-step.en.srt | 19.7 KB |
| 02_more-real-world-examples-pca-step-by-step.en.txt | 11.5 KB |
| 02_more-real-world-examples-pca-step-by-step.mp4 | 47.4 MB |
| 02_introduction-to-linear-algebra-for-data-science-using-python-specialization.en.srt | 6.1 KB |
| 02_introduction-to-linear-algebra-for-data-science-using-python-specialization.en.txt | 3.2 KB |
| 02_introduction-to-linear-algebra-for-data-science-using-python-specialization.mp4 | 22.6 MB |
| 03_introduction-to-linear-algebra-and-python.en.srt | 3.8 KB |
| 03_introduction-to-linear-algebra-and-python.en.txt | 2.0 KB |
| 03_introduction-to-linear-algebra-and-python.mp4 | 10.1 MB |
| 04_introduction-to-instructors.en.srt | 4.6 KB |
| 04_introduction-to-instructors.en.txt | 2.8 KB |
| 04_introduction-to-instructors.mp4 | 19.4 MB |
| 01_installing-the-version-control-system-git-bash.en.srt | 6.0 KB |
| 01_installing-the-version-control-system-git-bash.en.txt | 3.1 KB |
| 01_installing-the-version-control-system-git-bash.mp4 | 7.2 MB |
| 03_installing-git-bash-for-a-mac.en.srt | 4.5 KB |
| 03_installing-git-bash-for-a-mac.en.txt | 2.8 KB |
| 03_installing-git-bash-for-a-mac.mp4 | 6.4 MB |
| 04_installing-jupyter-notebook-via-anaconda.en.srt | 5.4 KB |
| 04_installing-jupyter-notebook-via-anaconda.en.txt | 3.2 KB |
| 04_installing-jupyter-notebook-via-anaconda.mp4 | 8.2 MB |
| 05_opening-a-jupyter-notebook.en.srt | 8.2 KB |
| 05_opening-a-jupyter-notebook.en.txt | 4.8 KB |
| 05_opening-a-jupyter-notebook.mp4 | 12.2 MB |
| 07_how-to-document-your-code.en.srt | 8.0 KB |
| 07_how-to-document-your-code.en.txt | 4.1 KB |
| 07_how-to-document-your-code.mp4 | 11.6 MB |
| 10_introduction-to-matrices.en.srt | 5.4 KB |
| 10_introduction-to-matrices.en.txt | 3.2 KB |
| 10_introduction-to-matrices.mp4 | 6.6 MB |
| 12_introduction-to-matrices-in-python-using-numpy.en.srt | 8.5 KB |
| 12_introduction-to-matrices-in-python-using-numpy.en.txt | 4.3 KB |
| 12_introduction-to-matrices-in-python-using-numpy.mp4 | 9.3 MB |
| 13_introduction-to-matrices-in-python-using-sympy.en.srt | 7.7 KB |
| 13_introduction-to-matrices-in-python-using-sympy.en.txt | 4.0 KB |
| 13_introduction-to-matrices-in-python-using-sympy.mp4 | 9.0 MB |
| 14_how-is-linear-algebra-used-to-solve-problems.en.srt | 5.5 KB |
| 14_how-is-linear-algebra-used-to-solve-problems.en.txt | 2.9 KB |
| 14_how-is-linear-algebra-used-to-solve-problems.mp4 | 18.0 MB |
| 01_using-graphs-in-python-to-model-data.en.srt | 11.5 KB |
| 01_using-graphs-in-python-to-model-data.en.txt | 6.5 KB |
| 01_using-graphs-in-python-to-model-data.mp4 | 14.2 MB |
| 02_doing-more-with-graphs-in-python-to-model-data-part-1.en.srt | 8.9 KB |
| 02_doing-more-with-graphs-in-python-to-model-data-part-1.en.txt | 5.4 KB |
| 02_doing-more-with-graphs-in-python-to-model-data-part-1.mp4 | 17.1 MB |
| 03_doing-more-with-graphs-in-python-to-model-data-part-2-data-visualizations.en.srt | 6.4 KB |
| 03_doing-more-with-graphs-in-python-to-model-data-part-2-data-visualizations.en.txt | 3.8 KB |
| 03_doing-more-with-graphs-in-python-to-model-data-part-2-data-visualizations.mp4 | 10.7 MB |
| 01_introduction-to-linear-algebra-functions-in-python.en.srt | 7.4 KB |
| 01_introduction-to-linear-algebra-functions-in-python.en.txt | 3.8 KB |
| 01_introduction-to-linear-algebra-functions-in-python.mp4 | 11.7 MB |
| 02_using-matrices-in-python.en.srt | 7.6 KB |
| 02_using-matrices-in-python.en.txt | 3.8 KB |
| 02_using-matrices-in-python.mp4 | 9.7 MB |
| 03_solving-linear-equations-using-python.en.srt | 7.3 KB |
| 03_solving-linear-equations-using-python.en.txt | 4.5 KB |
| 03_solving-linear-equations-using-python.mp4 | 11.8 MB |
| 01_matrix-addition.en.srt | 6.0 KB |
| 01_matrix-addition.en.txt | 3.1 KB |
| 01_matrix-addition.mp4 | 7.2 MB |
| 02_matrix-multiplication.en.srt | 7.9 KB |
| 02_matrix-multiplication.en.txt | 4.7 KB |
| 02_matrix-multiplication.mp4 | 10.4 MB |
| 03_a-practical-example-of-matrix-multiplication.en.srt | 3.7 KB |
| 03_a-practical-example-of-matrix-multiplication.en.txt | 2.0 KB |
| 03_a-practical-example-of-matrix-multiplication.mp4 | 3.9 MB |
| 04_using-matrix-algebra-in-python.en.srt | 10.9 KB |
| 04_using-matrix-algebra-in-python.en.txt | 5.6 KB |
| 04_using-matrix-algebra-in-python.mp4 | 16.8 MB |
| 01_systems-of-linear-equations.en.srt | 5.5 KB |
| 01_systems-of-linear-equations.en.txt | 2.9 KB |
| 01_systems-of-linear-equations.mp4 | 6.0 MB |
| 02_row-echelon-form-and-augmented-matrices.en.srt | 11.5 KB |
| 02_row-echelon-form-and-augmented-matrices.en.txt | 5.9 KB |
| 02_row-echelon-form-and-augmented-matrices.mp4 | 11.0 MB |
| 03_elementary-row-operations-and-row-equivalent-matrices.en.srt | 5.4 KB |
| 03_elementary-row-operations-and-row-equivalent-matrices.en.txt | 3.3 KB |
| 03_elementary-row-operations-and-row-equivalent-matrices.mp4 | 6.2 MB |
| 04_gaussian-elimination-row-reduction.en.srt | 12.0 KB |
| 04_gaussian-elimination-row-reduction.en.txt | 6.1 KB |
| 04_gaussian-elimination-row-reduction.mp4 | 10.2 MB |
| 05_vector-equations.en.srt | 6.0 KB |
| 05_vector-equations.en.txt | 3.1 KB |
| 05_vector-equations.mp4 | 6.3 MB |
| 01_solving-vector-equations.en.srt | 7.0 KB |
| 01_solving-vector-equations.en.txt | 3.8 KB |
| 01_solving-vector-equations.mp4 | 9.3 MB |
| 02_practical-applications-of-a-linear-function-model.en.srt | 7.1 KB |
| 02_practical-applications-of-a-linear-function-model.en.txt | 3.9 KB |
| 02_practical-applications-of-a-linear-function-model.mp4 | 10.0 MB |
| 01_introduction-to-a-sample-data-set.en.srt | 6.2 KB |
| 01_introduction-to-a-sample-data-set.en.txt | 3.2 KB |
| 01_introduction-to-a-sample-data-set.mp4 | 9.7 MB |
| 02_working-through-a-sample-data-set-using-vector-equations-part-1.en.srt | 5.2 KB |
| 02_working-through-a-sample-data-set-using-vector-equations-part-1.en.txt | 2.8 KB |
| 02_working-through-a-sample-data-set-using-vector-equations-part-1.mp4 | 6.2 MB |
| 03_working-through-a-sample-data-set-using-vector-equations-part-2.en.srt | 9.5 KB |
| 03_working-through-a-sample-data-set-using-vector-equations-part-2.en.txt | 4.9 KB |
| 03_working-through-a-sample-data-set-using-vector-equations-part-2.mp4 | 15.4 MB |
| 04_real-world-applications-ice-cream-sales.en.srt | 6.6 KB |
| 04_real-world-applications-ice-cream-sales.en.txt | 3.4 KB |
| 04_real-world-applications-ice-cream-sales.mp4 | 10.1 MB |
| 01_introduction-to-specialization.en.srt | 6.1 KB |
| 01_introduction-to-specialization.en.txt | 3.2 KB |
| 01_introduction-to-specialization.mp4 | 22.5 MB |
| 02_course-introduction.en.srt | 5.0 KB |
| 02_course-introduction.en.txt | 3.2 KB |
| 02_course-introduction.mp4 | 23.8 MB |
| 03_instructor-introduction.en.srt | 4.5 KB |
| 03_instructor-introduction.en.txt | 2.8 KB |
| 03_instructor-introduction.mp4 | 19.2 MB |
| 01_what-is-regression-analysis.en.srt | 5.8 KB |
| 01_what-is-regression-analysis.en.txt | 3.0 KB |
| 01_what-is-regression-analysis.mp4 | 6.4 MB |
| 02_different-types-of-regression-models.en.srt | 8.1 KB |
| 02_different-types-of-regression-models.en.txt | 4.3 KB |
| 02_different-types-of-regression-models.mp4 | 12.4 MB |
| 03_regression-models-in-the-real-world.en.srt | 4.1 KB |
| 03_regression-models-in-the-real-world.en.txt | 2.6 KB |
| 03_regression-models-in-the-real-world.mp4 | 5.4 MB |
| 01_introduction-to-the-method-of-least-squares.en.srt | 3.3 KB |
| 01_introduction-to-the-method-of-least-squares.en.txt | 1.7 KB |
| 01_introduction-to-the-method-of-least-squares.mp4 | 5.9 MB |
| 02_introduction-to-the-method-of-linear-regression-models.en.srt | 8.4 KB |
| 02_introduction-to-the-method-of-linear-regression-models.en.txt | 4.4 KB |
| 02_introduction-to-the-method-of-linear-regression-models.mp4 | 12.4 MB |
| 01_applying-the-method-of-least-squares.en.srt | 7.4 KB |
| 01_applying-the-method-of-least-squares.en.txt | 3.9 KB |
| 01_applying-the-method-of-least-squares.mp4 | 11.5 MB |
| 01_minimizing-the-error.en.srt | 7.8 KB |
| 01_minimizing-the-error.en.txt | 4.1 KB |
| 01_minimizing-the-error.mp4 | 7.9 MB |
| 01_what-is-linear-regression.en.srt | 5.4 KB |
| 01_what-is-linear-regression.en.txt | 2.8 KB |
| 01_what-is-linear-regression.mp4 | 9.3 MB |
| 02_multiple-linear-regressions-in-python.en.srt | 8.5 KB |
| 02_multiple-linear-regressions-in-python.en.txt | 5.2 KB |
| 02_multiple-linear-regressions-in-python.mp4 | 17.4 MB |
| 01_solving-a-real-world-problem-using-linear-regression-modeling-part-1.en.srt | 8.2 KB |
| 01_solving-a-real-world-problem-using-linear-regression-modeling-part-1.en.txt | 4.3 KB |
| 01_solving-a-real-world-problem-using-linear-regression-modeling-part-1.mp4 | 15.8 MB |
| 02_solving-a-real-world-problem-using-linear-regression-modeling-part-2.en.srt | 5.6 KB |
| 02_solving-a-real-world-problem-using-linear-regression-modeling-part-2.en.txt | 3.0 KB |
| 02_solving-a-real-world-problem-using-linear-regression-modeling-part-2.mp4 | 12.4 MB |
Name
DL
Uploader
Size
S/L
Added
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743.3 MB
[35
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4]
2023-12-14
| Uploaded by FreeCourseWeb | Size 743.3 MB | Health [ 35 /4 ] | Added 2023-12-14 |
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692.0 MB
[3
/
15]
2025-11-13
| Uploaded by freecoursewb | Size 692.0 MB | Health [ 3 /15 ] | Added 2025-11-13 |
NOTE
SOURCE: Coursera Linear Algebra for Data Science Using Python Specialization
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