Foundations of Data Science ( CS 3352 / AD 8302)
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What you'll learn
This course includes
- 8 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 37 lessons • 8 hours of video
Foundations of Data Science ( CS 3352 / AD 8302)
37 lessons
• 8 hours
Foundations of Data Science ( CS 3352 / AD 8302)
37 lessons
• 8 hours
- Foundation of Data Science Important Questions CS 3352 in Tamil 08:09
- 1. Introduction to Subject 05:51
- 1.1 Uses and Applications of Data Science in Tamil 11:39
- 1.2 Facets of data in Tamil 12:32
- 1.3 Data Science Process 07:52
- 1.4 Data Science Process in Detail in Tamil 20:41
- 1.5 Data Warehouse and Data Mining in Tamil 17:55
- 2.1 Mean , Median and Mode in Tamil 22:31
- 2.2 Variance, Standard Deviation, Range and IQR in Tamil 21:08
- 2.3 Normal Distribution With Example in Tamil 22:31
- 2.4 Normal Distribution Example 2 in Tamil 09:46
- 2.5 Normal Distribution Table - Z Table Introduction in Tamil 06:30
- 2.6 Describing Data with Tables in Tamil 30:08
- 2.7 Describing Data with Graphs in Tamil 16:56
- 3. Unit 3 Important questions and Entire Formulas in Tamil 11:29
- 3.1 Correlation in Tamil 13:09
- 3.2 Scatter plots in Correlation in Tamil 06:16
- 3.3 Karl Pearson Coefficient with example problem in Tamil 09:05
- 3.4 Correlation and Spearman Rank Numericals in Tamil 33:59
- 3.5 Basics of Regression in Tamil 04:17
- 3.6 Standard Error of Estimate X on Y in Tamil 09:49
- 3.7 Standard Error of Estimate Y on X in Tamil 04:20
- 3.8 Least Square Regression in Tamil 16:32
- 3.9 Interpretation of R square in Tamil 02:51
- 4.1 Basics of Numpy Arrays in Tamil 26:21
- 4.2 Numpy Arrays Computation and Aggregation Tamil 13:17
- 4.3 Numpy Arrays Boolean Array , Comparison and Masking Tamil 10:08
- 4.4 Fancy Indexing and Structured Arrays Tamil 07:50
- 4.5 Pandas Part 1 in Tamil 20:14
- 4.6 Pandas Part 2 in Tamil 17:05
- 4.7 Pandas in 5 minutes in Tamil 06:17
- 5.1 Matplotlib - Line plot , Scatter plot and Error bar in Tamil 16:08
- 5.2 Matplotlib - Histogram , Contour plot, Density plot, Subplots in Tamil 17:48
- 5.3 Geographic Data With Basemap in Tamil 16:03
- 5.4 Visualizing with Seaborn in Tamil 08:46
- 5.5 Matplotlib Three Dimensional Plotting in Tamil 07:08
- #cs3352 #fds #anna university 00:55
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