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Rules of internship
Welcome to Virtual internship: Introduction to AI, Data science, Statistics
Video 2: Introduction to statistics - class, score, variables, codebook, values, sample
Video 3 Introduction to statistics - Applied and mathematical statistics
Video 4: Measurement levels, Nominal, Ordinal, Ratio, Interval Scale
Video 5: Significance and statistical significance, Alpha, Beta, Type-I error, Type-II error
Video 6: Empirical rule, chebyshev rule, standard deviation , mean, variance
Video 7a: Paired and unpaired test differences
Video 7b: How to use google colab jupyter notebooks to complete the coding tests
GSS2012a
StudentStatistics
Video 7c: Real uses of one sample binomial test
Video 8: Theory binomial test
Video 9: Python coding for one sample binomial test
OneSample-Binomial_Test code
Video 10: Pearson test introduction and applications
Video 11: Python coding for pearson chisquare goodness of fit test
Video 12: Nominal data one sample Effect size Cramer V
Pearson goodness of fit test code
Practice programming questions for Binomial and Pearson gof test
Hint: Practice programming questions for Binomial and Pearson gof test
Vide 13: One sample scale data Student t test introduction and uses
Video 14: Python coding for Student t test
Video 14: Python coding of Student t test effect size Cohen d
Student t test One Sample code
Video 15: One sample ordinal data Wilcoxon sign rank test introduction and uses
Video 16: Python coding for One sample ordinal data Wilcoxon sign rank test
Video 16: Python coding for one sample ordinal data wilcoxon sign rank test effect size rosenthal correlation coefficient
one sample wilcoxon test code
Video 17: Revision
One variable hypothesis testing
Programming assignment
Hint and solutions of Assignment-1
Two sample hypothesis testing
Video 18: Two sample hypothesis testing binary vs binary fisher exact test effect size odds ratio
Video 19: Python binary vs binary fisher exact test effect size odds ratio
Exercise5_Batch1_bin_vs_bin_fisher_exact_test_odds_ratio
Video 20: binary vs ordinal mann whitney U test effect size rosenthal correlation coefficient
Video 21: Python binary vs ordinal mann whitney U test effect size rosenthal correlation coefficient
Exercise6_Batch1_bin_ordinal_mann_whiteney_u_rosenthal_correlation
Video 22: binary vs scale welch t test effect size cohen d
Video 23: Python binary vs scale welch t test effect size cohen d
Exercise7_Batch1_bin_scale_welch_test_cohen_d
Video 23a: Theory nominal vs nominal pearson chisquare independence test effect size cramer v
Video 24: python nominal vs nominal pearson chisquare independence test effect size cramer v
Exercise8_Batch1_nom_vs_nom_pearson_chi_cramer_v
Video 25: nominal vs ordinal kruskal wallis h test effect size epsilon square
Video 26: python nominal vs ordinal kruskal wallis h test effect size epsilon square
Video 27: python coding nominal vs ordinal effect size epsilon squared
Exercise9_Batch1_nom_vs_ordinal_kruskal_wallis_epsilon_squared
Video 28: nominal vs scale one way anova test effect size eta squared
Video 29: python nominal vs scale one way anova test effect size eta squared
Exercise10_batch1_nom_vs_scale_welch_anova_cohen_f
Video 30: ordinal vs ordinal goodman kruskal gamma test effect size gamma
Video 31: python ordinal vs ordinal goodman kruskal gamma test effect size gamma
Exercise11_Batch1_ordinal_vs_ordinal_goodman_kruskal_gamma
Video 32: ordinal vs scale spearman test effect size rho
Video 33: python ordinal vs scale spearman test effect size rho
Exercise12_batch1_ordinal_vs_scale_spearman_rho
Video 34: scale vs scale pearson test effect size pearson rho
Video 35: python scale vs scale pearson test effect size pearson rho
exercise13_batch1_scale_vs_scale_pearson_rho
Video 36: paired test binary data
Video 37: python paired test binary data
Exercise16_pairedtests_binary_mcnemar_cohen_h
Video 38: paired test nominal data
Video 39: python paired test nominal data
Exercise14_Pairedtests_nominal_bhapkar_test
Video 40: paired test ordinal data
video 41: python paired test ordinal data
Exericse15_pairedtests_ordinal_wilcoxon_test_rosenthal_corr
Video 43: paired test scale data
Video 44: python paired test scale data
Exercise16_pairedtests_t_test_relational_cohen_d
Two variable hypothesis testing
Two variable hypothesis testing
Additional practices questions on hypothesis testing
Hints and solutions for Additional practices questions on hypothesis testing
Three or more variables hypothesis testing
Video 45: paired test three variables scale data
FilmPreferences2123
Video 46: python paired test three variables scale data manova effect size wilks lambda
Three variables paired scale manova wilks lambda code
Video 47: paired test three variables ordinal data
Video 48: python paired test three variables ordinal data friedman test effect size kendall W
Three Variables ordinal friedman kendall w
Video 49: paired test three variables binary data
Video 50: python paired test three variables binary data
Three Variables binary cochrans q effect size
Three or more variables hypothesis testing
Three or more variables hypothesis testing
Conclusion
Job search and profile improvement
Introduction to LinkedIN profile
Introduction to Github and repository creation
Introduction to CV building using CraftCV and InstantResume io and SkillSyncer - ATS Score
Adding the current internship to resume
Subscription to Email Lists for job and internship search in europe and US
Subscription to Email Lists for job and internship search in europe and US
Writing Letter of Recommendation and Cover Letter writing
Letter of Recommendation samples
Cover letter samples
Utkarsh minds institute - Certification Details
Sample Certificate image for reference
Utkarsh minds institute - referral program
About Utkarsh Minds institute Mumbai
Video: About us
About us - follow on social media
Brochure of Six months Certificate on Advanced AI, Data analytics and Deep learning