EDA Domain/ Machine Learning

• Edx course
• Essential Math for Machine Learning: Python Edition

• Natural Language processing
• NLP video tutorial 

      

Layout Versus Schematic
http://en.wikipedia.org/wiki/Layout_Versus_Schematic

RC
http://en.wikibooks.org/wiki/Electronics/RC

Electronics Website
http://www.electronics-tutorials.ws/

Flip-flop
http://www.ee.usyd.edu.au/tutorials/digital_tutorial/part2/flip-flop01.html

 LEF File.
http://www.csee.umbc.edu/~cpatel2/links/641/slides/lect04_LEF.pdf

http://www.erc.msstate.edu/mpl/education/cadence/standard_cell/files/msu_jennings.lef

Buffer Amplifier
http://electroniccircuitsforbeginners.blogspot.in/2009/05/buffer-amplifier.html

I have recently moved to EDA industry and found that EDA tool developer can be great future in terms
of learning and exploring a new future.So I am listing some CAD development course which may be useful.

VLSI CAD course
https://www.coursera.org/course/vlsicad

Book
Kang CMOS IC Design

Basic Electronics
http://nptel.iitm.ac.in/video.php?subjectId=117103063
L:1,ML:1,2,3

VLSI Circuit
http://nptel.iitm.ac.in/video.php?subjectId=117106092

Digital circuit and systemhttp://nptel.iitm.ac.in/video.php?subjectId=117106086
  L:30

Layout Generation Tool
https://code.google.com/p/gme-ufrgs/


Full Custom IC Layout Video
https://www.youtube.com/watch?v=9BRpD_pfQCM

or
https://www.youtube.com/user/rvcalypso/videos
 

Standard Cell library Automation
https://drive.google.com/file/d/0B15mEFBok9BVb19BS2hvUkp1TW8/view?usp=sharing

IBIS
1. Why IBIS file

• http://www.xilinx.com/products/design_resources/signal_integrity/si_whyibis.htm  

2. Short Introduction of IBIS

• http://www.ti.com/lit/an/szza034/szza034.pdf  

Circuit Design
http://opencircuitdesign.com/magic/

ASTRAN TOOL

•  http://aziesemer.github.io/astran/  
•  

 Machine Learning 

  
    1. Beginner Tutorial
        best-machine-learning-resources-for-getting-started 

    2. Machine Learning Tutorial
        Machine Learning Master
  
    3. Natural Language programming

• Natural language processing
• https://textblob.readthedocs.io/en/dev/
•