Master Machine Learning , Deep Learning with Python (Update)

Category: Tutorial

Tag: Database/SQL

Posted on 2019-05-19, by nokia241186.


.MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .VTT | Duration: 5 hours | Size: 2.13 GB
Complete course covering fundamentals of Machine learning , Deep learning with Python code

What you'll learn
Machine Learning
Basic Python, Numpy and Pandas
Let me begin by telling secrets of mastery of machine learning.
# Secret 1 - The overall secret is machine learning is to know what not to learn. Given the amount of information in machine learning it is important to focus on important concepts and not get distracted.
#Secret 2 - The requirement of maths and statistics is very shallow. In general people think that to master machine learning one needs to know lot of maths and statistics. That is not true. When it comes to applying machine learning, the knowledge of maths and statistics is limited. The way to think about this to compare with knowledge of database indexes. You need to master the best practices of using database indexes. You don't need to know how databases indexes algorithms work. The same holds for machine learning concepts.
#Secret 3 - The key skill to master machine learning is fine tuning. Any experienced ML expert will tell you that the maximum time that goes in taking machine learning problems to production is optimisation. Hence ,is important to understand terms like overfitting ,underfitting sensitivity, specificity, precision, ROC, AUC. The course spends lot of time on these key fundamental concepts.
Also the likes of Google and Amazon are producing tools like AutoML where the requirement of coding is close to zero. But what is still required are the fundamental concepts. The world of tomorrow of data science is less of coding but more key concepts.
A journey of thousand miles begins with first step. You always wanted to learn machine learning but many factors stopped you - fear of Maths , Statistics , the complexity of subject. Today is the day to break away from those fears.
Enrol in the machine learning course and see for yourself that mastering machine learning can be simplified. Following are topics the course covers. The course uses Google Python notebooks. You see the code results immediately.
Fundamentals of machine learning - Cost Functions, Labelled and Unlabelled data, Feature weights, Training and Testing Cross Validation.
Feature Engineering - Normalization, Standardization
Linear Regression
Classification - Concepts about True Positive, True Negative, Sensitivity, Specificity, Precision, ROC, AUC, Confusion Matrix
KNN - Algorithm
OverFitting and UnderFitting
Decision Trees - Entropy, Information Gain
Bagging and Boosting
Unsupervised Learning - K-Means
Deep Learning - Weights, Bias, Epochs, Gradient Descent,Batch, Stochastic Gradient Descent , Mini Batch
Appendix course on Numpy and Pandas have also been added.
Who this course is for:
People interested about data science

(Buy premium account for maximum speed and resuming ability)

Sponsored High Speed Downloads
9646 dl's @ 3925 KB/s
Download Now [Full Version]
7149 dl's @ 3719 KB/s
Download Link 1 - Fast Download
6479 dl's @ 2097 KB/s
Download Mirror - Direct Download

Search More...
Master Machine Learning , Deep Learning with Python (Update)

Search free ebooks in!

Related Archive Books

Archive Books related to "Master Machine Learning , Deep Learning with Python (Update)":

Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.

Related Books

  1. Ebooks list page : 40507
  2. 2019-09-14Master Machine Learning , Deep Learning With Python (update)
  3. 2019-05-11Master Machine Learning , Deep Learning with Python (Update)
  4. 2019-05-11Master Machine Learning , Deep Learning with Python (Update)
  5. 2018-12-05Machine Learning with Python A Step-By-Step Guide to Learn and Master Python Machine Learning
  6. 2018-10-12Machine Learning with Python Cookbook : Practical Solutions From Preprocessing to Deep Learning (PDF)
  7. 2018-06-06Machine Learning with Python Cookbook Practical Solutions from Preprocessing to Deep Learning
  8. 2019-11-24Machine Learning with Python
  9. 2019-11-22Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python Ed 2
  10. 2019-11-19Machine Learning with Python
  11. 2019-10-24Machine Learning with Python Data Science for Beginners
  12. 2019-10-09Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python, 2nd Edition
  13. 2019-10-01Machine Learning with Python
  14. 2019-09-15Coursera - Machine Learning with Python
  15. 2019-07-18%^(Satisfying) - Why You Should Read Thoughtful Machine Learning with Python: A Test-Driven Approach by Matthew Kirk Online or Download [~PDF ~EPUB ~MOBI] - Removed
  16. 2019-07-17_ (A-Z Books) - Why You Should Read Introduction to Machine Learning with Python: A Guide for Data Scientists by Andreas C. Müller Online or Download [@PDF @EPUB @MOBI]
  17. 2019-07-09Machine Learning With Python The Complete Guide
  18. 2019-07-04Supervised Machine Learning with Python
  19. 2019-06-21Understanding Machine Learning with Python - Removed
  20. 2019-06-10Understanding Machine Learning with Python - Removed


No comments for "Master Machine Learning , Deep Learning with Python (Update)".

    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top