Machine Learning: What a time to be alive ?

More Ahmad Bazzi's questions See All

Tutorial on Intel 5300 wifi card?

07 August 2016 8,844 2 View

Null Bilinear forms ?

01 February 2016 6,187 10 View

Bayesian or Deterministic ?

Dear all, Assume we have the following vector linear model: x = Hs + n where x is the received vector, H is a full column rank matrix and s is the vector of signals. The noise is n.Why do some...

10 November 2015 2,662 34 View

What is a Kruskal Rank ?

09 October 2015 6,999 3 View

Can someone help with a generalised Eigenvalue Problem with singularity?

07 August 2015 9,462 11 View

Is there any reference for starters on compressed sensing ?

06 July 2015 6,794 4 View

Can anyone help me with Rank Deficient Least Squares?

Dear All, Assume the following system of equations: Ax = b where b is the vector of data of size Nx1, x is the vector of unknown of size Nx1 and A is the matrix of coefficients of size NxN. The...

06 July 2015 969 8 View

Are there any other fitting models like MDL and AIC?

05 June 2015 7,376 12 View

What are the reasons for antenna calibration for angle of arrival purposes?

Dear All, I am aware of the following: - Errors of antenna positions.- Outer noise, such as metal. The above directly perturb the steering vector.Thank you, Ahmad

05 June 2015 7,711 6 View

Antenna Calibration for DoA estimation in the presence of multipath?

Dear All, Assume i have an array of uniform linear antenna array of 3 antennas, distance uncertainties and other imperfections might perturb the steering vector away from the true one. Thus, DoA...

04 May 2015 8,173 3 View

How to compare two groups with only two measurements?

Hiiiii everyone! I have an enquiry on statistical analysis. I was looking for many forum and it's still cannot solve my problem. I want to compare means of two groups of data but only with two...

03 March 2021 8,796 3 View

Binary Logistic Generalized Linear Mixed model in SPSS. Is it doable?

I want to analyses the proportion of swimming sperm of three species of fish in two salinities. To analyse the proportion of swimming sperm in a Generalized Linear Model, I would use a Binary...

03 March 2021 2,297 3 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

What are some of the research gaps in machine learning and artificial intelligence in africa?

i would to know some of the research gaps in the artificial intelligence field in most african countries.

03 March 2021 6,145 3 View

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

I have selected brain tumor images ...but now found that already lots of research done n this topic.

03 March 2021 5,774 3 View

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10?

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10? Since, the growth curve from day 2 to 10 won't be like the "Logistic curve" it might not follow logistic...

03 March 2021 1,401 3 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

Chlorinated organic formation in odor control scrubbers using hypochlorite?

I'm involved in a study of odor control technologies for municipal wastewater treatment plant. One of the control options involves a chemical 2-stage (acid/alkaline) packed bed scrubber. The...

03 March 2021 3,661 2 View

Do I need to do linear regression before running mediation analysis using PROCESS MACRO by Hayes ?

I just wanted to check if I need to run a linear regression separately if I am using PROCESS MACRO to run mediation analysis. Thank you.

02 March 2021 4,359 3 View

What analysis to choose with a large neste dataset and clearly skewed or kurtotic distributions?

Hello! I have a dataset of n=3000 nested within 8 countries with approximately 200 or 400 responses in each country. I originally planned to perform multilevel modelling with 4 dependent variables...

02 March 2021 6,865 1 View

Michal S. Karbownik

Dear Ahmad,

It all depends which software do you have access to. As I am a user of STATISTICA software, I used a few times the material posted by StatSoft, e.g. http://documentation.statsoft.com/STATISTICAHelp.aspx?path=MachineLearning/MachineLearning/Overviews/MachineLearningProgramOverview. I am not an expert in this field, but maybe this link will help.

Good luck!

Abhishek Sehgal

So here are a few ways that you can begin with machine learning. Since you already have the basics in Mathematics clear, you can start by looking at:

The course on Machine Learning by Dr. Andrew Ng on Coursera. It begins with a very basic and thorough introduction to basic classification and regression techniques.

Another requirement for Machine Learning is datasets. Kaggle.com has a lot of datasets available and also provides you python and R kernels to practice and compete in machine learning related tasks

If you want to get into deep learning, cs231n course taught at Stanford has an open course website so you can follow and learn about neural networks and its variants

And the next best thing is just watch and read about it on the web. There is a ton of information and all the top researchers like Dr. Nando De Freitas and Dr. Geoff Hinton have uploaded their course material and lectures on Youtube.

All the best with your research