Expert talk on “Path from AI to Machine Learning: Regression & Classification” at LDRP Intitute of Technology and Research, Gandhinagar

10-05-2022

**Resources:**

- company.csv (Task: Simple Linear Regression)
- Fish.csv (Task: Multiple Linear Regression)
- Position_Salaries.csv (Task: Polynomial Regression)
- Breast Cancer Coimbra.csv (Task: Classification)
- Cancer_Classification.csv (Task: Classification)
- CodeCrucks
- 20 Tasks to Master Customization of Charts
- What is Data Visualization?
- Gentle Introduction to MATPLOTLIB
- In-depth customization of Line Chart
- testdata.csv (Task: Mastering Graph in Python)
- Event Schedule
- Model Evaluation Metric
- Algorithm

Expert talk on “Advanced Topics on Theory of Compuation” at Chandubhai S. Patel Institute of Technology, Changa

09-04-2022

**Content Covered:**

- Turing Decidable problems
- Turing Recognizable problems
- Undecidable problems
- Decidability table
- Tractable Problems
- Untractable problems
- Deterministic Algorithms
- Non-Deterministic Algorithms
- P & NP Problems
- Polynomial Time Reduction
- NP-Completeness
- NP-Hardness
- Countability

Expert talk on “Data Visualization” at Sakalchand Patel College of Engineering, Visnagar

06-04-2022

Expert talk on “Weight Optimization Algorithms” at Gujarat Power Engineering & Research Institute, Mehsana

28-03-2022

Checkpoint: Menti.com

**Web Resources**

Expert talk on “Machine Learning – What, Why and Where” at Government Engineering College, Patan

30-09-2021

**Video Tutorials:**

- Machine Learning by Prof. Andrew Ng
- Machine Learning with Python
- Video Lecture Series by Prof. S. Sarkar (IIT – Kharagpur)

**Web Resources**

Expert talk on “MATLAB and Its Applications in Image Segmentation” at Parul Institute of Computer Applications, Baroda

17-08-2021

**MATLAB**

**Image Segmentation**

Expert talk on “Introduction to Machine Learning” at S N Patel Institute of Technology, Umrakh, Bardoli

07-07-2021

**Logistic Regression:**

**Web Resources**

Expert talk on “Supervised and Unsupervised Machine Learning” in one week ATAL-FDP on “Machine Learning Concepts using Python” at Government Polytechnic, Gandhingar

06-07-2021

**Logistic Regression:**

Journal List for the Research Publication

Indexing Record as on 01/01/2022. Status of the journal may change over the time.

This is not an exhaustive list of journals. It is a list of a few selected journals which are neither ranking too high nor too low. As a beginner or intermediate researcher, this list might help you to select SCI/SCOUPUS journal.

## SCI Indexed Journals:

- International Journal of Pattern Recognition and Artificial Intelligence
- Visual Computer
- International Journal of Imaging Systems and Technology
- Machine Vision and Applications
- Pattern Analysis and Applications
- IET Computer Vision
- IET Image Processing
- Journal of Mathematical Imaging and Vision
- Image and Vision Computing
- Pattern Recognition Letters
- Computer Vision and Image Understanding

## Scopus Indexed Journals:

- ACM Transactions on Multimedia Computing, Communications and Applications
- Advances in Computer Vision and Pattern Recognition
- Applied Computational Intelligence and Soft Computing
- Applied Soft Computing Journal
- Canadian Journal of Electrical and Computer Engineering
- Communications in Computer and Information Science
- Eurasip Journal on Image and Video Processing
- IEEE Transactions on Affective Computing
- IEEE Transactions on Computational Imaging
- IEEE Transactions on Human-Machine Systems
- IEEE Transactions on Image Processing
- IET Computer Vision
- Image and Vision Computing
- Imaging Science Journal

Expert talk on “Image Processing” at Vidush Somany Institute of Technology and Research, Kadi

18-05-2021

**Web Resources**

Expert talk on “Face Recognitin” at Chandubhai S Patel Institute of Technology, CHARUSAT, Changa

02-04-2021

**Dataset for Face Recognition**

- Face Recognition Datasets
- 10 Face Datasets To Start Facial Recognition Projects
- Deepfake Detection Challenge
- Face Data sets
- 7 Face Data sets
- Face Detection Data sets
- Lablled faces in the Wild
- Databases for Face Detection and Pose Estimation
- Face Databases
- WIDER FACE: A Face Detection Benchmark
- CMU Face Images Data Set
- YouTube Faces DB

Expert talk on “Supervised Machine Learning Algorithms, How to set up ML Application – Hands on using Python” in Three Day Workshop at Indus University, Ahmedabad

06-02-2021

**Linear Regression:**

**Logistic Regression:**

**Naive Bayes:**

Expert talk on “Introduction to Machine Learning” in one Week FDP at Gujarat Power Engineering and Research Institute, Mehsana

04-02-2021

**Video Tutorials:**

- Machine Learning by Prof. Andrew Ng
- Machine Learning with Python
- Video Lecture Series by Prof. S. Sarkar (IIT – Kharagpur)

**Web Resrouces:**

- Machine Learning
- Machine Learning Blog
- Machine Learning Mastery
- Machine Learning – HackerEarth
- Machine Learning is Fun

Expert talk on “Object Oriented Programming” in one Week FDP at Gujarat Power Engineering and Research Institute, Mehsana

02-02-2021

**Reference Material:**

Expert talk on “Generative Models” at LJ Institute of Technology, Ahmedabad

02-01-2021

**Reference Material:**

- Deep Generative Models
- Gaussian Mixture Model
- Generative vs. Discriminative Models
- Generative vs. Discriminative Models in Machine Learning

GUJCOST sponsered Online National Level STTP on “Machine Learning” at Ahmedabad Institute of Technology, Ahmedabad

06-11-2020

**Open Dataset for Research:**

**Reference Material:**

GUJCOST sponsored Two Day workshop on “Introduction to Machine Learning and Implementation of ML – Algorithms through sklearn” at V. V. P. Engineering College, Modasa

17-06-2020

**Hands On:**

**Open Dataset for Research:**

**Video Tutorials:**

- Machine Learning by Prof. Andrew Ng
- Machine Learning with Python
- Video Lecture Series by Prof. S. Sarkar (IIT – Kharagpur)

**Web Resrouces:**

Presentation on “Microsoft Teams” at Government Engineering College, Modasa on 02/07/2020

02-07-2020

**Resources**

Webinar on “Building Machine Learning Application” at RNG Patel Institute of Technology, Isroli, Bardoli on 29/06/2020, 01:00 PM Onwards

29-06-2020

**Registration Link:**

**Video Tutorials:**

- Machine Learning by Prof. Andrew Ng
- Machine Learning with Python
- Video Lecture Series by Prof. S. Sarkar (IIT – Kharagpur)

**Web Resrouces:**

- Machine Learning
- Machine Learning Blog
- Machine Learning Mastery
- Machine Learning – HackerEarth
- Machine Learning is Fun

**Dataset Repositories:**

Webinar on “Image Processing: Pixel to Project” at GIDC Degree Engineering College, Navsari on 17/06/2020, 03:00 PM Onwards

17-06-2020

**Registration Link:**

**Image Processing Open Souce Software**

**Learning Resources:**

Webinar on “Python Programming” at S. S. Agrawal College, Navsari on 12/06/2020

12-06-2020

**Get Python:**

**Get IDE:**

**Learning Resources:**

Expert talk on “Advanced Algorithms” at Government Engineering College, Patan (07-03-2020)

07-03-2020

**Reference Material:**

One Day Workshop on “Advanced Image Processing with Hands On Session” @ INDUS Institute of Technology and Engineering, Ahmedabad (18-02-2020)

18-02-2020

Two Week STTP on Machine Learning, Data Science and Deep Learning with Python at Government Engineering College, Gandhinagar (10/06/2019 – 21/06/2019)

11-06-2019

**Hands On:**

**BLOGs:**

- Machine Learnings
- Machine Learning Blog
- Machine Learning Mastery
- Machine Learning – Hacker Earth
- Machine Learning is Fun

**MOOCs:**

Two Day Workshop on “Curve Generation and Open GL” on 18-03.2019 to 19-03-2019 at Parul University, Baroda

12-03-2019

**Downloads:**

**Web Resources:**

**Red Book:**“OpenGL Programming Guide”, 6th Eds, 2008, Addison-Wesley.**Blue Book:**“OpenGL Superbible – Comprehensive Tutorial and Reference”, 4th eds, Addison-Wesley.**Orange Book:**“OpenGL Shading Language”. Edward Angel, “OpenGL – A Primer”, 3rd eds, Pearson Education.- “Interactive Computer Graphics – A top-down approach using OpenGL”, Edward Angel and David Shreiner, 6th ed, Pearson Education, 2012.
- “3D Graphics for Game Programming”, JungHyun Han, CRCPress, 2011.

Workshop on MATLAB @ GEC, Modasa (19-01-2019)

19-01-2019

Two Week STTP on Hands-on Practices using Simulation Toolkits for Data Science and Big Data Analytics @ LDRP-ITR, Gandhinagar (17-12-2018)

17-12-2018

**Reference Links:**

Two Week STTP on Python and its Applications @ BVM, V.V.Nagar

28-11-2018

**Reference Material:**

FDP on Applied Machine Learning: A Practical Based Appraoch @ VGEC, Chandkheda

17-10-2018

**Reference Material:**

**Implementation:**

Workshop on Informed Search Algorithms @ ASOIT, Ahmedabad

28-07-2018

**Reference Material:**

Hands on for Regression Analysis & Dimension Reduction

29-04-2018

Find the assignments for the STTP on “Machine Learning: Tools, Techniques and Applications”, LDRP Institute of Technology and Research, Gandhinagar

Workshop on Virual Lab @ GEC, Modasa

24-04-2018

Dear All, You can download the document on how to use virtual lab from the following link.

Seminar on PMMS

24-04-2018

Dear Students, Find the documents related to PMMS activities.

Workshop on LaTeX @ SRPEC, Unjha

24-03-2017

Hands On Excersize:

Resources for Latex: