python
Python + Machine Learning
Free python course, 35 video lessons by NextDayVideo.
35 Lesson
8 hr 55 min
23 Enrolled
Certificate: Yes
Intro Course content
35 Lesson · 8 hr 55 min
01
Practical Machine Learning in Python
29:34
02
Tutorial: scikit-learn - Machine Learning in Python with Contributor Jake VanderPlas
15:21
03
Python in Big Data
49:00
04
2012 PyData Workshop: Data Analysis in Python with Pandas
56:50
05
Image Processing in Python with Scikits-image
47:59
06
Bayesian statistics made as simple as possible
34:55
07
Social Network Analysis with Python
10:02
08
Plotting with matplotlib
07:47
09
Introduction to Interactive Predictive Analytics in Python with scikit-learn
47:00
10
Graph Processing in Python
29:55
11
Apache Cassandra and Python
31:00
12
48. Advanced Parallel Primitives in SPM.Python for Data and Graph Analytics
02:08
13
Python for data lovers: explore it analyze it map it
41:17
14
Welcome to CS188x!
01:16
15
Lecture 1 Segment 1 Outline of Lecture 1
00:17
16
Lecture 2 Segment 1 Today
00:51
17
Time Series Data Analysis with pandas
30:04
18
Python for Data Analysis
59:16
19
Building Rich High Performance Tools for Practical Data Analysis
53:13
20
Learn Python Through Public Data Hacking
38:22
21
Conditional Probability Bayes Theorem
05:06
22
Judea Pearl - The Mathematics of Cause and Effect
16:31
23
Judea Pearl Tribute Symposium: Causality
56:16
24
Machine Learning Introduction + Data Mining VS ML
08:31
25
Machine Learning: The Basics with Ron Bekkerman
56:34
26
Ensembles 3 : Gradient Boosting
11:49
27
Ensembles 4 : AdaBoost
19:36
28
Review: Probability
25:05
29
Clustering
32:10
30
PCA SVD
17:37
31
Multivariate Gaussian distributions
14:49
32
Nearest neighbor 2 : k-nearest neighbor
09:54
33
Nearest Neighbor 1
07:46
34
Bayes Classifiers 1
11:51
35
Bayes Classifiers 2 : Naive Bayes
15:04
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