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[ CourseBoat.com ] Coursera - Linear Algebra for Data Science Using Python Specialization
magnet:?xt=urn:btih:f028aef414e058b4ab3062406c6563809b079e87&dn=[ CourseBoat.com ] Coursera - Linear Algebra for Data Science Using Python Specialization
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f028aef414e058b4ab3062406c6563809b079e87
infohash:
87
文件数量
1.02 GB
文件大小
2024-1-5 03:07
创建日期
2024-5-27 15:02
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相关分词
CourseBoat
com
Coursera
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Linear
Algebra
for
Data
Science
Using
Python
Specialization
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/01_introduction-to-specialization-and-course/01_introduction-to-specialization-and-course/01_introduction-to-specialization.mp4 22.51 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/01_introduction-to-specialization-and-course/01_introduction-to-specialization-and-course/02_course-introduction.mp4 18.15 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/01_introduction-to-specialization-and-course/01_introduction-to-specialization-and-course/03_instructor-introduction.mp4 19.23 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/01_introduction-to-specialization-and-course/02_introduction-to-the-project/01_introduction-to-capstone-project.mp4 3.46 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/02_data-wrangling-using-the-pca-function/01_task-1-data-wrangling/01_task-1-use-data-wrangling-on-your-dataset.mp4 18.54 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/02_data-wrangling-using-the-pca-function/02_task-2-use-pca-to-reduce-the-number-of-dimensions/01_task-2-use-principal-component-analysis-pca-to-reduce-the-number-of-dimensions.mp4 13 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/03_run-your-model-and-interpret-your-results/01_task-3-run-your-regression-model/01_task-3-run-a-regression-model.mp4 4.31 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/03_run-your-model-and-interpret-your-results/01_task-3-run-your-regression-model/02_real-world-problem-using-linear-regression-modeling-part-1.mp4 15.77 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/03_run-your-model-and-interpret-your-results/02_task-4-interpret-the-results-from-your-model/01_task-4-interpreting-results-from-a-linear-regression-model.mp4 15.21 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/03_run-your-model-and-interpret-your-results/02_task-4-interpret-the-results-from-your-model/02_real-world-problem-using-linear-regression-modeling-part-ii.mp4 12.34 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/04_peer-review-interpreting-results-using-your-model/01_prepare-your-capstone-project/01_how-to-combine-tasks-1-4-to-make-your-capstone-project.mp4 4.76 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/01_introduction-to-specialization-and-course/01_specialization-introduction.mp4 22.51 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/01_introduction-to-specialization-and-course/02_course-introduction.mp4 16.75 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/01_introduction-to-specialization-and-course/03_instrutor-introduction.mp4 19.23 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/02_determinants/01_review-of-linear-equations.mp4 5.67 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/02_determinants/02_determinants.mp4 9.78 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/02_determinants/03_find-the-determinant-of-any-matrix-using-python.mp4 10.33 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/03_inverses/01_inverse-of-a-2-x-2-matrix.mp4 6.63 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/03_inverses/02_inverses-of-a-3-x-3-matrix.mp4 8.04 MB
~Get Your Files Here !/linear-algebra-concepts-python/02_introduction-to-matrix-algebra-with-python/01_introduction-to-matrix-algebra-with-python/01_review-of-matrix-arithmetic.mp4 8.47 MB
~Get Your Files Here !/linear-algebra-concepts-python/02_introduction-to-matrix-algebra-with-python/01_introduction-to-matrix-algebra-with-python/02_review-matrix-algebra-in-python.mp4 12.75 MB
~Get Your Files Here !/linear-algebra-concepts-python/02_introduction-to-matrix-algebra-with-python/01_introduction-to-matrix-algebra-with-python/03_using-python-to-find-the-transpose-of-a-matrix.mp4 8.62 MB
~Get Your Files Here !/linear-algebra-concepts-python/02_introduction-to-matrix-algebra-with-python/01_introduction-to-matrix-algebra-with-python/04_using-python-to-find-the-inverse-of-a-matrix.mp4 13.02 MB
~Get Your Files Here !/linear-algebra-concepts-python/02_introduction-to-matrix-algebra-with-python/01_introduction-to-matrix-algebra-with-python/06_using-matrix-algebra-in-python.mp4 16.92 MB
~Get Your Files Here !/linear-algebra-concepts-python/03_solving-systems-of-linear-equations/01_solving-systems-of-linear-equations-using-row-reduction/01_row-reduction-infinitely-many-solutions.mp4 11.34 MB
~Get Your Files Here !/linear-algebra-concepts-python/03_solving-systems-of-linear-equations/01_solving-systems-of-linear-equations-using-row-reduction/02_row-reduction-no-solutions.mp4 9.08 MB
~Get Your Files Here !/linear-algebra-concepts-python/03_solving-systems-of-linear-equations/01_solving-systems-of-linear-equations-using-row-reduction/03_finding-inverses-of-a-higher-dimension-matrices.mp4 22.75 MB
~Get Your Files Here !/linear-algebra-concepts-python/03_solving-systems-of-linear-equations/02_solving-systems-of-linear-equations/01_solving-systems-using-the-inverse.mp4 7.99 MB
~Get Your Files Here !/linear-algebra-concepts-python/03_solving-systems-of-linear-equations/02_solving-systems-of-linear-equations/02_cramers-rule.mp4 7.22 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/01_define-linear-transformation/01_linear-transformations.mp4 5.49 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/01_define-linear-transformation/02_examples-of-linear-transformations.mp4 9.17 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/01_define-linear-transformation/03_matrix-representations-of-transformations.mp4 8.53 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/02_find-eigenvalues-and-eigenvectors/01_eigenvalues.mp4 8.56 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/02_find-eigenvalues-and-eigenvectors/02_finding-eigenvalues.mp4 9.92 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/02_find-eigenvalues-and-eigenvectors/03_eigenspace.mp4 7.33 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/02_find-eigenvalues-and-eigenvectors/04_diagonalizable-matrix.mp4 11.92 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/02_find-eigenvalues-and-eigenvectors/05_diagonalizable-matrices-ii.mp4 16.93 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/02_find-eigenvalues-and-eigenvectors/06_diagonalization-of-a-matrix-using-python.mp4 4.74 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/03_solving-applications/01_real-world-examples.mp4 17.55 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/03_solving-applications/02_more-real-world-examples-pca-step-by-step.mp4 47.4 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/01_introduction-to-specialization-and-course/02_introduction-to-linear-algebra-for-data-science-using-python-specialization.mp4 22.64 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/01_introduction-to-specialization-and-course/03_introduction-to-linear-algebra-and-python.mp4 10.06 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/01_introduction-to-specialization-and-course/04_introduction-to-instructors.mp4 19.36 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/01_installing-the-version-control-system-git-bash.mp4 7.25 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/03_installing-git-bash-for-a-mac.mp4 6.35 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/04_installing-jupyter-notebook-via-anaconda.mp4 8.19 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/05_opening-a-jupyter-notebook.mp4 12.16 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/07_how-to-document-your-code.mp4 11.61 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/10_introduction-to-matrices.mp4 6.56 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/12_introduction-to-matrices-in-python-using-numpy.mp4 9.31 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/13_introduction-to-matrices-in-python-using-sympy.mp4 8.97 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/14_how-is-linear-algebra-used-to-solve-problems.mp4 17.96 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/03_modeling-data-in-python/01_using-graphs-in-python-to-model-data.mp4 14.2 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/03_modeling-data-in-python/02_doing-more-with-graphs-in-python-to-model-data-part-1.mp4 17.12 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/03_modeling-data-in-python/03_doing-more-with-graphs-in-python-to-model-data-part-2-data-visualizations.mp4 10.71 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/01_using-linear-algebra/01_introduction-to-linear-algebra-functions-in-python.mp4 11.72 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/01_using-linear-algebra/02_using-matrices-in-python.mp4 9.69 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/01_using-linear-algebra/03_solving-linear-equations-using-python.mp4 11.76 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/02_matrix-algebra/01_matrix-addition.mp4 7.16 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/02_matrix-algebra/02_matrix-multiplication.mp4 10.39 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/02_matrix-algebra/03_a-practical-example-of-matrix-multiplication.mp4 3.87 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/02_matrix-algebra/04_using-matrix-algebra-in-python.mp4 16.76 MB
~Get Your Files Here !/linear-algebra-python-intro/03_vector-equations-and-systems-of-linear-equations/01_defining-vector-equations/01_systems-of-linear-equations.mp4 6.02 MB
~Get Your Files Here !/linear-algebra-python-intro/03_vector-equations-and-systems-of-linear-equations/01_defining-vector-equations/02_row-echelon-form-and-augmented-matrices.mp4 10.97 MB
~Get Your Files Here !/linear-algebra-python-intro/03_vector-equations-and-systems-of-linear-equations/01_defining-vector-equations/03_elementary-row-operations-and-row-equivalent-matrices.mp4 6.24 MB
~Get Your Files Here !/linear-algebra-python-intro/03_vector-equations-and-systems-of-linear-equations/01_defining-vector-equations/04_gaussian-elimination-row-reduction.mp4 10.15 MB
~Get Your Files Here !/linear-algebra-python-intro/03_vector-equations-and-systems-of-linear-equations/01_defining-vector-equations/05_vector-equations.mp4 6.29 MB
~Get Your Files Here !/linear-algebra-python-intro/03_vector-equations-and-systems-of-linear-equations/02_using-vector-equations-to-model-data/01_solving-vector-equations.mp4 9.26 MB
~Get Your Files Here !/linear-algebra-python-intro/03_vector-equations-and-systems-of-linear-equations/02_using-vector-equations-to-model-data/02_practical-applications-of-a-linear-function-model.mp4 10.04 MB
~Get Your Files Here !/linear-algebra-python-intro/04_real-world-applications-of-vector-equations/01_real-world-applications/01_introduction-to-a-sample-data-set.mp4 9.65 MB
~Get Your Files Here !/linear-algebra-python-intro/04_real-world-applications-of-vector-equations/01_real-world-applications/02_working-through-a-sample-data-set-using-vector-equations-part-1.mp4 6.19 MB
~Get Your Files Here !/linear-algebra-python-intro/04_real-world-applications-of-vector-equations/01_real-world-applications/03_working-through-a-sample-data-set-using-vector-equations-part-2.mp4 15.42 MB
~Get Your Files Here !/linear-algebra-python-intro/04_real-world-applications-of-vector-equations/01_real-world-applications/04_real-world-applications-ice-cream-sales.mp4 10.06 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/01_introduction-to-specialization-and-course/01_introduction-to-specialization.mp4 22.51 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/01_introduction-to-specialization-and-course/02_course-introduction.mp4 23.77 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/01_introduction-to-specialization-and-course/03_instructor-introduction.mp4 19.23 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/02_defining-regression/01_what-is-regression-analysis.mp4 6.4 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/02_defining-regression/02_different-types-of-regression-models.mp4 12.43 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/02_defining-regression/03_regression-models-in-the-real-world.mp4 5.36 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/03_types-of-regression-models/01_introduction-to-the-method-of-least-squares.mp4 5.94 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/03_types-of-regression-models/02_introduction-to-the-method-of-linear-regression-models.mp4 12.37 MB
~Get Your Files Here !/regression-models-linear-algebra/02_using-the-method-of-least-squares/01_applying-the-method-of-least-squares/01_applying-the-method-of-least-squares.mp4 11.46 MB
~Get Your Files Here !/regression-models-linear-algebra/02_using-the-method-of-least-squares/02_applying-the-method-of-least-squares-using-python/01_minimizing-the-error.mp4 7.91 MB
~Get Your Files Here !/regression-models-linear-algebra/03_using-linear-regression-models/01_understanding-linear-regression-models/01_what-is-linear-regression.mp4 9.34 MB
~Get Your Files Here !/regression-models-linear-algebra/03_using-linear-regression-models/01_understanding-linear-regression-models/02_multiple-linear-regressions-in-python.mp4 17.37 MB
~Get Your Files Here !/regression-models-linear-algebra/04_using-linear-regression-model/01_apply-linear-regression-model/01_solving-a-real-world-problem-using-linear-regression-modeling-part-1.mp4 15.8 MB
~Get Your Files Here !/regression-models-linear-algebra/04_using-linear-regression-model/01_apply-linear-regression-model/02_solving-a-real-world-problem-using-linear-regression-modeling-part-2.mp4 12.39 MB
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