Learning Data Science Oreilly
Data Science and Machine Learning Series: Probability Distribution, Statistics, and Data Analysis using Pandas eBooks & eLearning
Posted by IrGens at Nov. 6, 2019
Data Science and Machine Learning Series: Probability Distribution, Statistics, and Data Analysis using Pandas
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 19m | 308 MB
Instructor: Advait Jayant
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 19m | 308 MB
Instructor: Advait Jayant
Data Science and Machine Learning Series: Multivariate Linear Regression (Multiple-Linear Regression) Complete Guide eBooks & eLearning
Posted by IrGens at Dec. 14, 2019
Data Science and Machine Learning Series: Multivariate Linear Regression (Multiple-Linear Regression) Complete Guide
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 4m | 313 MB
Instructor: Advait Jayant
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 4m | 313 MB
Instructor: Advait Jayant
Data Science and Machine Learning Series: Closed Form Solution of Linear Regression and Locally Weighted Regressions (LOWESS) eBooks & eLearning
Posted by IrGens at Dec. 13, 2019
Data Science and Machine Learning Series: Closed Form Solution of Linear Regression and Locally Weighted Regressions (LOWESS)
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 46m | 255 MB
Instructor: Advait Jayant
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 46m | 255 MB
Instructor: Advait Jayant
Effective Data Science Infrastructure, Video Edition eBooks & eLearning
Posted by IrGens at July 28, 2024
Effective Data Science Infrastructure, Video Edition
.MP4, AVC, 1280x720, 15 fps | English, AAC, 2 Ch | 11h 28m | 1.69 GB
Author: Ville Tuulos
.MP4, AVC, 1280x720, 15 fps | English, AAC, 2 Ch | 11h 28m | 1.69 GB
Author: Ville Tuulos
Effective Data Science Infrastructure, Video Edition eBooks & eLearning
Posted by IrGens at July 28, 2024
Effective Data Science Infrastructure, Video Edition
.MP4, AVC, 1280x720, 15 fps | English, AAC, 2 Ch | 11h 28m | 1.69 GB
Author: Ville Tuulos
.MP4, AVC, 1280x720, 15 fps | English, AAC, 2 Ch | 11h 28m | 1.69 GB
Author: Ville Tuulos
Spotlight on Data: The Power of Deep Learning in the Hands of Domain Experts eBooks & eLearning
Posted by IrGens at Dec. 7, 2019
Spotlight on Data: The Power of Deep Learning in the Hands of Domain Experts
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 57m | 467 MB
Instructors: Hirokazu Narui, Jeremy Howard
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 57m | 467 MB
Instructors: Hirokazu Narui, Jeremy Howard
Data Science and Machine Learning Series: Building Web Crawlers for Data Acquisition with Python Scrapy eBooks & eLearning
Posted by IrGens at Sept. 2, 2019
Data Science and Machine Learning Series: Building Web Crawlers for Data Acquisition with Python Scrapy
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 29m | 540 MB
Instructor: Advait Jayant
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 29m | 540 MB
Instructor: Advait Jayant
Data Science and Machine Learning Series: Facial Detection and Recognition using OpenCV eBooks & eLearning
Posted by IrGens at Dec. 11, 2019
Data Science and Machine Learning Series: Facial Detection and Recognition using OpenCV
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 47m | 477 MB
Instructor: Advait Jayant
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 2h 47m | 477 MB
Instructor: Advait Jayant
But I Only Have Small Data: Application of Ishikawa’s 7 Tools (Recorded live at Data Modeling Zone US) eBooks & eLearning
Posted by IrGens at Oct. 13, 2022
But I Only Have Small Data: Application of Ishikawa’s 7 Tools (Recorded live at Data Modeling Zone US)
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 1h 51m | 391 MB
Instructor: Dr. Dan McGrath
.MP4, AVC, 916x514, 30 fps | English, AAC, 2 Ch | 1h 51m | 391 MB
Instructor: Dr. Dan McGrath
Applied Math for Data Science eBooks & eLearning
Posted by envasel at Sept. 29, 2023
Applied Math for Data Science
MP4 | Video: h264, yuv420p, 1920x1080 | Audio: aac, 44100 Hz | Duration: 5h 41m | 1.45 GB
Genre: eLearning | Language: English
MP4 | Video: h264, yuv420p, 1920x1080 | Audio: aac, 44100 Hz | Duration: 5h 41m | 1.45 GB
Genre: eLearning | Language: English
With the availability of data, there is a growing demand for talent who can analyze and make sense of it. This makes practical math all the more important because it helps infer insights from data. However, mathematics comprises many topics, and it is hard to identify which ones are applicable and relevant for a data science career. Knowing these essential math topics is key to integrating knowledge across data science, statistics, and machine learning.