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Data Science & Machine Learning - Baivab Pokhrel | givingBack Podcast w/Sanjib Lamichhane #30
Manage episode 327441788 series 3121825
Indhold leveret af givingBack नेपाली Podcast and GivingBack नेपाली Podcast. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af givingBack नेपाली Podcast and GivingBack नेपाली Podcast eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.
Video Podcast:
https://www.youtube.com/watch?v=lUkifSQFlCw&ab_channel=givingBack
Timestamps:
00:00 | Intro
02:17 | Transition to a job from an internship
03:13 | Associate Data Scientist
03:38 | CS Skills in Data Science
04:55 | Bridging the gap between CS and DS
06:18 | Projects
08:00 | Real-life examples and tools
09:06 | Supervised & Unsupervised Learning
11:35 | Linear & Logistic Regression
15:25 | Variables
18:00 | Precision
18:26 | Messy Data!?
19:31 | Selecting Features
21:20 | Data dealt by Companies
24:12 | Training
26:30 | Life at IBM
30:00 | Recommendation System
31:47 | Software Engineering and ML Algorithms
33:35 | Testing a Model
36:00 | Biasness and Outliers
39:11 | ML, AI, and Deep Learning
43:00 | Cloud & Big Query
46:15 | Resources
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