Introduction to Data Science AM | 2448D795967A1A882A6026F6B16E851E369FF4AB

Introduction to Data Science AM

Name	Introduction to Data Science {AM}	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	485.9 MB
Total Files	56
Hash	2448D795967A1A882A6026F6B16E851E369FF4AB

/
AM.Torrents.nfo	4.9 KB
/3 Ethics/
420305_03_02 - Knowledge check_ Ethics.mp4	657.9 KB
420305_03_01 - Ethical issues.mp4	6.2 MB
/1 What is Data Science/
420305_01_06 - Knowledge check_ What is data science_.mp4	658.1 KB
420305_01_05 - Team.mp4	5.6 MB
420305_01_04 - Roles.mp4	9.1 MB
420305_01_01 - Demand.mp4	9.2 MB
420305_01_03 - Pipeline.mp4	11.0 MB
420305_01_02 - Venn diagram.mp4	11.1 MB
/5 Data Exploration/
420305_05_03 - Knowledge check_ Data exploration.mp4	673.2 KB
420305_05_02 - Exploratory statistics.mp4	10.9 MB
420305_05_01 - Exploratory graphs.mp4	11.1 MB
/4 Data Sources/
420305_04_06 - Knowledge check_ Data sources.mp4	688.3 KB
420305_04_04 - Scrapping.mp4	4.8 MB
420305_04_05 - Creating data.mp4	7.5 MB
420305_04_01 - Metrics.mp4	8.8 MB
420305_04_02 - Existing data.mp4	10.1 MB
420305_04_03 - APIs.mp4	15.6 MB
/7 Mathematics/
420305_07_06 - Knowledge check_ Mathematics.mp4	706.0 KB
420305_07_04 - Big O.mp4	13.8 MB
420305_07_02 - Systems of equations.mp4	14.0 MB
420305_07_01 - Algebra.mp4	15.8 MB
420305_07_05 - Bayes probability.mp4	21.3 MB
420305_07_03 - Calculus.mp4	25.2 MB
/8 Applied Statistics/
420305_08_05 - Knowledge check_ Applied statistics.mp4	713.8 KB
420305_08_04 - Validating.mp4	8.5 MB
420305_08_03 - Problems.mp4	13.0 MB
420305_08_02 - Confidence.mp4	13.0 MB
420305_08_01 - Hypothesis.mp4	14.8 MB
/2 Fields of Study/
420305_02_04 - Knowledge check_ Fields of study.mp4	719.8 KB
420305_02_03 - Statistics.mp4	4.9 MB
420305_02_02 - Programming.mp4	6.2 MB
420305_02_01 - Big data.mp4	7.8 MB
/6 Programming/
420305_06_06 - Knowledge check_ Programming.mp4	721.6 KB
420305_06_04 - SQL.mp4	8.6 MB
420305_06_01 - Spreadsheets.mp4	9.5 MB
420305_06_05 - Web formats.mp4	10.1 MB
420305_06_03 - Python.mp4	11.8 MB
420305_06_02 - R.mp4	14.7 MB
/10 Communicating/
420305_10_05 - Knowledge check_ Communicating.mp4	733.8 KB
420305_10_04 - Reproducible research.mp4	9.1 MB
420305_10_02 - Actionable insights.mp4	13.0 MB
420305_10_03 - Visualization for presentation.mp4	14.7 MB
420305_10_01 - Interpretability.mp4	17.1 MB
/9 Machine Learning/
420305_09_06 - Knowledge check_ Machine learning.mp4	775.4 KB
420305_09_01 - Decision trees.mp4	13.4 MB
420305_09_02 - Ensembles.mp4	14.5 MB
420305_09_04 - Naive Bayes classifiers.mp4	14.5 MB
420305_09_03 - k-nearest neighbors (kNN).mp4	15.1 MB
420305_09_05 - Artificial neural networks.mp4	16.9 MB
/0 Introduction/
420305_00_04 - Using knowledge checks.mp4	899.2 KB
420305_00_03 - What you need to know.mp4	1.1 MB
420305_00_02 - Exercise files.mp4	1.2 MB
420305_00_01 - Welcome.mp4	5.7 MB
/Exercise Files/
Ex_Files_Intro_Data_Science.zip	970.7 KB
/11 Conclusion/
420305_11_01 - Next steps.mp4	6.7 MB
Total files 56