DATA SCIENCE MADE EASY -ENG - Leapwaters
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DATA SCIENCE MADE EASY -ENG

Course Content

01 INTRODUCTION TO DATA SCIENCE
02 ENVIRONMENT SETUP FOR DATA SCIENCE
03 KNOWLEDGE ABOUT FUNCTIONS AND LIST
04 KNOWLEDGE ABOUT TUPLE AND DICTIONARIES
05 KNOWLEDGE ABOUT TEXT FILE AND BINARY FILES
06 KNOWLEDGE ABOUT CSV FILE AND NUMY
07 KNOWLEDGE ABOUT PANDAS AND DATA VISUALIZATION
08 MODE OF DATA
09 UNDERSTANDING VARIOUS VARIABLE TYPES
10 MEAN OF THE DATA
11 MEDIAN AND DATA SPREAD
12 VARIENCE
13 STANDARD DEVIATION AND FREQUENCY TABLE
14 INTRODUCTION TO PROBABILITY
15 BERNAULLI_S TRIALS
16 NORMAL DISTRIBUTION
17 Z-SCORES
18 CENTRAL LMIT THEOREM
19 CONFIDENCE INTERVAL AND MARGIN OF ERROR
20 HYPOTHESIS TESTING -1
21 HYPOTHESIS TESTING-2
22 PAIRED T TEST
23 CHI SQUARED TEST
24 CORRELATION AND COARIENCE
25 INTRODUCTION TO PREDICTIVE MODELLING
26 STAGES OF PREDICTIVE MODELLING
27 DATA EXPLORATION
28 VARIABLE IDENTIFICATION
29 UNIVARIATE VARIABLE
30 ADDRESSBOOK - 1
31 ADDRESSBOOK - 2
32 FRUIT NINJA
33 FRUIT NINJA
34 ENCODE-DECODE
35 ENCODE-DECODE
36 JUMP KEYBOARD
37 JUMP KEYBOARD
38 CURRENCY CONVERTER
39 CURRENCY CONVERTER
40 MADLIB

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