Build a Career in Data Science

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Added 5 years ago by tutsnode in Other
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Build a Career in Data Science

Torrent Contents Size: 6.3 GB

Build a Career in Data Science
▼ show more 177 files
0
955.5 KB
1 - PART 1.mp4
MP4
18 MB
2
359.3 KB
3
855.7 KB
4
399.4 KB
5
186.5 KB
6
532.8 KB
7
249.3 KB
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324.7 KB
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860.7 KB
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474.5 KB
10 - Chapter 2. Global Aerospace Dynamics - The giant government contractor.mp4
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67.3 MB
11 - Chapter 2. Putting it all together.mp4
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44.9 MB
2 - Chapter 1. What is data science.mp4
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101.8 MB
3 - Chapter 1. Databases_programming.mp4
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77.4 MB
4 - Chapter 1. Different types of data science jobs.mp4
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86 MB
5 - Chapter 1. Choosing your path.mp4
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69.1 MB
6 - Chapter 2. Data science companies.mp4
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78.9 MB
7 - Chapter 2. HandbagLOVE - The established retailer.mp4
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55.6 MB
11
290.2 KB
12 - Chapter 3. Getting the skills.mp4
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50.2 MB
12
951.8 KB
13 - Chapter 3. Choosing the school.mp4
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64.7 MB
13
807.7 KB
14
965.9 KB
14 - Chapter 3. Getting into an academic program.mp4
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50.1 MB
15 - Chapter 3. Going through a bootcamp.mp4
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68.7 MB
15
400.8 KB
16
716.7 KB
16 - Chapter 3. Getting data science work within your company.mp4
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64.5 MB
17
27.8 KB
17 - Chapter 3. Teaching yourself.mp4
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49.9 MB
18
388.8 KB
18 - Chapter 3. Interview with Julia Silge, data scientist and software engineer at RStudio.mp4
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49.1 MB
19 - Chapter 4. Building a portfolio.mp4
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80.4 MB
19
534.4 KB
20 - Chapter 4. Choosing a direction.mp4
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30.6 MB
20
956.8 KB
21
180.2 KB
21 - Chapter 4. Starting a blog.mp4
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69.3 MB
22 - Chapter 4. Working on example projects.mp4
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52.2 MB
22
63.7 KB
23 - Chapter 4. Interview with David Robinson, data scientist.mp4
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71.2 MB
23
37 KB
24
597.2 KB
24 - PART 2.mp4
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12.3 MB
25 - Chapter 5. The search - Identifying the right job for you.mp4
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43.8 MB
25
703.7 KB
26 - Chapter 5. Decoding descriptions.mp4
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91.1 MB
26
713.5 KB
27 - Chapter 5. Attending meetups.mp4
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72.2 MB
28 - Chapter 5. Deciding which jobs to apply for.mp4
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87.3 MB
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29
142 KB
29 - Chapter 6. The application - Résumés and cover letters.mp4
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32.3 MB
30 - Chapter 6. Structure.mp4
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97.5 MB
30
950.3 KB
31 - Chapter 6. Deeper into the experience section - generating content.mp4
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35.4 MB
31
420.9 KB
32
662.7 KB
32 - Chapter 6. Cover letters - The basics.mp4
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65.7 MB
33 - Chapter 6. Referrals.mp4
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73.1 MB
33
278.5 KB
34
930.5 KB
34 - Chapter 7. The interview - What to expect and how to handle it.mp4
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71.9 MB
35
311.7 KB
35 - Chapter 7. Step 1 - The initial phone screen interview.mp4
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50 MB
36 - Chapter 7. Step 2 - The on-site interview.mp4
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56.6 MB
36
546.4 KB
37
159.1 KB
37 - Chapter 7. The technical interview.mp4
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113.6 MB
38 - Chapter 7. The behavioral interview.mp4
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44.1 MB
38
900.2 KB
39
926.1 KB
39 - Chapter 7. Step 3 - The case study.mp4
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95.7 MB
40
840.4 KB
40 - Chapter 7. The offer.mp4
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56.2 MB
41
54.7 KB
41 - Chapter 8. The offer - Knowing what to accept.mp4
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67.6 MB
42
820.9 KB
42 - Chapter 8. Negotiation.mp4
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78.1 MB
43 - Chapter 8. How much you can negotiate.mp4
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62.2 MB
43
701.1 KB
44
728.2 KB
44 - Chapter 8. Negotiation tactics.mp4
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61 MB
45
890.1 KB
45 - Chapter 8. Interview with Brooke Watson Madubuonwu, senior data scientist at the ACLU.mp4
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63.1 MB
46
280.2 KB
46 - PART 3.mp4
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9.8 MB
47 - Chapter 9. The first months on the job.mp4
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38.5 MB
47
402.7 KB
48 - Chapter 9. Understanding and setting expectations.mp4
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45.7 MB
48
714.9 KB
49 - Chapter 9. Knowing your data.mp4
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79 MB
49
115.2 KB
50 - Chapter 9. Becoming productive.mp4
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61.4 MB
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265.8 KB
51 - Chapter 9. Building relationships.mp4
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41.9 MB
51
91 KB
52 - Chapter 9. If you’re the first data scientist.mp4
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50.9 MB
52
309.7 KB
53 - Chapter 9. The work environment is toxic.mp4
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62.8 MB
53
463.9 KB
54
764.9 KB
54 - Chapter 9. Interview with Jarvis Miller, data scientist at Spotify.mp4
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41.1 MB
55
874.2 KB
55 - Chapter 10. Making an effective analysis.mp4
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66.9 MB
56
185.7 KB
56 - Chapter 10. The request.mp4
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69.3 MB
57 - Chapter 10. Doing the analysis.mp4
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76.1 MB
57
390.3 KB
58
799.3 KB
58 - Chapter 10. Important points for exploring and modeling.mp4
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76.7 MB
59 - Chapter 10. Wrapping it up.mp4
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102.5 MB
59
569.9 KB
60 - Chapter 11. Deploying a model into production.mp4
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62.6 MB
61 - Chapter 11. Making the production system.mp4
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83.5 MB
61
555.8 KB
62 - Chapter 11. Building an API.mp4
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77.6 MB
62
803.4 KB
63 - Chapter 11. Deploying an API.mp4
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79 MB
63
445.9 KB
64 - Chapter 11. Keeping the system running.mp4
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89.6 MB
64
391.8 KB
65
838.8 KB
65 - Chapter 12. Working with stakeholders.mp4
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105.8 MB
66
382.3 KB
66 - Chapter 12. Working with stakeholders.mp4
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49.6 MB
67
910.9 KB
67 - Chapter 12. Communicating constantly.mp4
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99.2 MB
68 - Chapter 12. Prioritizing work.mp4
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83.1 MB
68
924 KB
69 - Chapter 12. Concluding remarks.mp4
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79.3 MB
69
823.1 KB
70
68.7 KB
70 - PART 4.mp4
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8.2 MB
71
557.5 KB
71 - Chapter 13. When your data science project fails.mp4
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50.5 MB
72
794.7 KB
72 - Chapter 13. The data doesn’t have a signal.mp4
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60.2 MB
73 - Chapter 13. Managing risk.mp4
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75.7 MB
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74
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74 - Chapter 13. Interview with Michelle Keim, head of data science and machine le- earning at Pluralsight.mp4
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35.5 MB
75 - Chapter 14. Joining the data science community.mp4
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74.5 MB
75
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76
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76 - Chapter 14. Attending conferences.mp4
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106.6 MB
77 - Chapter 14. Giving talks.mp4
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107.2 MB
8 - Chapter 2. Seg-Metra - The early-stage startup.mp4
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81.9 MB
9 - Chapter 2. Videory - The late-stage, successful tech startup.mp4
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60.5 MB
77
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78 - Chapter 14. Contributing to open source.mp4
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73.1 MB
78
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79 - Chapter 14. Recognizing and avoiding burnout.mp4
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64.3 MB
79
130.1 KB
80 - Chapter 15. Leaving your job gracefully.mp4
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84.6 MB
80
940.6 KB
81 - Chapter 15. How the job search differs after your first job.mp4
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73.8 MB
81
225.2 KB
82 - Chapter 15. Finding a new job while employed.mp4
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42.7 MB
82
273.6 KB
83 - Chapter 15. Giving notice.mp4
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82.8 MB
83
124 KB
84 - Chapter 15. Interview with Amanda Casari, engineering manager at Google.mp4
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54.1 MB
84
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85
535.5 KB
85 - Chapter 16. Moving up the ladder.mp4
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33.9 MB
86 - Chapter 16. The management track.mp4
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91.2 MB
86
516.5 KB
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597.6 KB
87 - Chapter 16. Principal data scientist track.mp4
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94.1 MB
88 - Chapter 16. Switching to independent consulting.mp4
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81 MB
88
446 KB
89
151.4 KB
89 - Chapter 16. Choosing your path.mp4
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54.1 MB
90 - Epilogue.mp4
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25.9 MB
90
673.7 KB
91 - Appendix. Interview questions - A.1. Coding and software development.mp4
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79.3 MB
91
433 KB
92
99.4 KB
92 - Appendix. Interview questions - A.1.5. Frequently used package_library.mp4
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64.9 MB
93 - Appendix. Interview questions - A.2. SQL and databases.mp4
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58.6 MB
93
11.6 KB
94 - Appendix. Interview questions - A.3. Statistics and machine learning.mp4
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99.7 MB
94
685.7 KB
95 - Appendix. Interview questions - A.3.7. Training vs. test data.mp4
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116.1 MB
96 - Appendix. Interview questions - A.4. Behavioral.mp4
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116 MB
97 - Appendix. Interview questions - A.5. Brain teasers.mp4
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34.6 MB
TutsNode.com.txt
TXT
102.4 B
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TXT
614.4 B
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229.6 KB

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