Master Machine Learning , Deep Learning With Python (update)

Category: Tutorial

Posted on 2019-09-14, by everest555.


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


Download link


Sponsored High Speed Downloads
8907 dl's @ 2767 KB/s
Download Now [Full Version]
5049 dl's @ 3692 KB/s
Download Link 1 - Fast Download
7964 dl's @ 3693 KB/s
Download Mirror - Direct Download

Search More...
Master Machine Learning , Deep Learning With Python (update)

Search free ebooks in!

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 : 41348
  2. 2020-02-28MACHINE LEARNING WITH PYTHON: Step by Step methods to master Machine Learning with Python
  3. 2019-05-19Master Machine Learning , Deep Learning with Python (Update)
  4. 2019-05-11Master Machine Learning , Deep Learning with Python (Update)
  5. 2019-05-11Master Machine Learning , Deep Learning with Python (Update)
  6. 2020-09-20Machine Learning with Python: A Step By Step Guide in Learning from Scratch Machine Learning and Deep Learning with Python
  7. 2018-12-05Machine Learning with Python A Step-By-Step Guide to Learn and Master Python Machine Learning
  8. 2018-10-12Machine Learning with Python Cookbook : Practical Solutions From Preprocessing to Deep Learning (PDF)
  9. 2018-06-06Machine Learning with Python Cookbook Practical Solutions from Preprocessing to Deep Learning
  10. 2020-09-23Complete Machine Learning With Python Ml Zero To Hero
  11. 2020-08-25Skillshare - Introduction To Machine Learning with Python
  12. 2020-08-10Machine Learning with Python (Updated)
  13. 2020-08-08Machine Learning with Python (Updated)
  14. 2020-07-18Fundamentals of Machine Learning with Python Implementation
  15. 2020-06-29Mastering Machine Learning with Python in Six Steps A Practical Implementation G...
  16. 2020-06-26Mastering Machine Learning with Python in Six Steps - A Practical Implementation G...
  18. 2020-05-16Mastering Machine Learning with Python in Six Steps - A Practical Implementation
  19. 2020-04-142020 Aws Sagemaker, Ai And Machine Learning With Python
  20. 2020-04-03PYTHON PROGRAMMING: Advanced Applications and Features: Object-Oriented Programming, Data Analysis, Artificial Intelligence and Machine Learning with Python


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