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I have made this list to help me explore and excel in the interesting field of Data Science and Analytics.

This list covers introductory yet comprehensive books on various topics in the field of Data Science including but not limited to: statistics, data analysis, data mining, machine learning, predictive analytics, big data, map reduce, statistical programming using R and Python.
1

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3.97 avg rating — 53,009 ratings
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2

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4.43 avg rating — 1,910 ratings
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3

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4.27 avg rating — 148,173 ratings
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4

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4.39 avg rating — 8,771 ratings
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5

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4.59 avg rating — 2,362 ratings
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6

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3.73 avg rating — 569 ratings
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7

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4.33 avg rating — 179,978 ratings
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8

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3.72 avg rating — 6,000 ratings
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9

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3.87 avg rating — 30,868 ratings
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10

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3.73 avg rating — 12,526 ratings
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11

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really liked it 4.00 avg rating — 176 ratings
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12

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4.13 avg rating — 2,682 ratings
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13

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3.83 avg rating — 18,514 ratings
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14

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3.82 avg rating — 24,839 ratings
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15

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4.12 avg rating — 518 ratings
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16

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4.08 avg rating — 22,912 ratings
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17

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3.95 avg rating — 15,446 ratings
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18

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4.20 avg rating — 820 ratings
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19

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3.90 avg rating — 43,150 ratings
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20

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4.06 avg rating — 233 ratings
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21

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3.66 avg rating — 2,127 ratings
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22

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3.88 avg rating — 1,187 ratings
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23

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4.21 avg rating — 543 ratings
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24

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3.67 avg rating — 258 ratings
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25

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4.07 avg rating — 483,914 ratings
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26

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4.56 avg rating — 317 ratings
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27

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4.12 avg rating — 35,866 ratings
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28

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3.93 avg rating — 29 ratings
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29

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4.21 avg rating — 269 ratings
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30

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3.79 avg rating — 87 ratings
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30

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4.07 avg rating — 313 ratings
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32

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4.09 avg rating — 181 ratings
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33

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3.69 avg rating — 1,616 ratings
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34

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4.13 avg rating — 137 ratings
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35

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3.97 avg rating — 372 ratings
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35

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4.39 avg rating — 23 ratings
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37

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3.76 avg rating — 46 ratings
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38

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4.34 avg rating — 522 ratings
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39

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3.59 avg rating — 169 ratings
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40

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3.40 avg rating — 5 ratings
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41

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3.97 avg rating — 372 ratings
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41

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4.10 avg rating — 685 ratings
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43

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4.25 avg rating — 1,485 ratings
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44

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4.32 avg rating — 34 ratings
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45

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3.87 avg rating — 23 ratings
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46

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4.13 avg rating — 1,529 ratings
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46

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4.53 avg rating — 1,240 ratings
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48

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4.55 avg rating — 11 ratings
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49

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3.69 avg rating — 8,694 ratings
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50

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4.76 avg rating — 21 ratings
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51

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3.96 avg rating — 114 ratings
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52

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3.86 avg rating — 363 ratings
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52

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3.92 avg rating — 2,069 ratings
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54

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3.72 avg rating — 409 ratings
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54

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4.12 avg rating — 1,022 ratings
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56

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3.70 avg rating — 302 ratings
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56

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3.76 avg rating — 93 ratings
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58

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3.33 avg rating — 3 ratings
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59

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3.73 avg rating — 374 ratings
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59

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4.18 avg rating — 114 ratings
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61

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4.73 avg rating — 51 ratings
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62

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3.77 avg rating — 239 ratings
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63

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4.33 avg rating — 15 ratings
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64

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3.91 avg rating — 565 ratings
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65

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3.83 avg rating — 466 ratings
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66

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3.71 avg rating — 14 ratings
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67

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4.26 avg rating — 412 ratings
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68

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3.81 avg rating — 494 ratings
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69

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4.26 avg rating — 23 ratings
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70

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4.09 avg rating — 6,242 ratings
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71

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3.47 avg rating — 51 ratings
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72

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4.39 avg rating — 18 ratings
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73

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really liked it 4.00 avg rating — 2 ratings
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74

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4.25 avg rating — 16 ratings
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75

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4.50 avg rating — 2 ratings
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76

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4.33 avg rating — 6 ratings
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77

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3.83 avg rating — 6 ratings
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78

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4.86 avg rating — 7 ratings
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79

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it was amazing 5.00 avg rating — 42 ratings
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80

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really liked it 4.00 avg rating — 4 ratings
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81

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3.66 avg rating — 116 ratings
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82

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3.31 avg rating — 144 ratings
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83

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3.90 avg rating — 825 ratings
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84

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4.11 avg rating — 12,166 ratings
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85

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3.55 avg rating — 371 ratings
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86

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4.17 avg rating — 2,475 ratings
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87

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liked it 3.00 avg rating — 3 ratings
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88

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4.33 avg rating — 3 ratings
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89

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3.81 avg rating — 242 ratings
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90

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really liked it 4.00 avg rating — 9 ratings
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91

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4.23 avg rating — 8,677 ratings
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92

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3.88 avg rating — 149 ratings
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93

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4.14 avg rating — 207 ratings
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94

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4.36 avg rating — 295 ratings
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95

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4.26 avg rating — 423 ratings
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96

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3.92 avg rating — 241 ratings
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97

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3.62 avg rating — 21 ratings
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98

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4.55 avg rating — 2,862 ratings
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99

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3.75 avg rating — 440 ratings
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100

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4.07 avg rating — 3,411 ratings
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135 books · 124 voters · list created February 28th, 2013 by Brijesh Bolar (votes) .
398 likes · 
Lists are re-scored approximately every 5 minutes.


Brijesh 247 books
57 friends
Joe 1809 books
36 friends
Szymon 81 books
6 friends
Samantha 233 books
108 friends
Rob 1718 books
36 friends
Jaimie 160 books
21 friends
Fixxxer 309 books
42 friends
Nathan 2610 books
96 friends

More voters…


Comments Showing 1-5 of 5 (5 new)

dateUp arrow    newest »

message 1: by Adrian (new)

Adrian Grozavu Thanks for the list!


message 2: by Cheryl (new)

Cheryl I have no training in the field, but am just a curious person who wants to avoid the overly simplistic bestsellers. Does anyone have any *very best* recommendations for me? Also, I'm thinking I should probably choose among the newest books, do you agree?


message 3: by Cheryl (new)

Cheryl That makes sense. Ok, so:
How about a 'very good introduction to some of the concepts' - ?


message 4: by Sean-Kelly (new)

Sean-Kelly Palicki Cheryl wrote: "That makes sense. Ok, so:
How about a 'very good introduction to some of the concepts' - ?"

'Dataclysm' is the place to start! It is really interesting and gives insight into a fantastic data science case study. I think 'The Functional Art' is kind of industry specific, but also does a great job at explaining how and why we do this.


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