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Machine Learning help

I am looking for a tutor in Machine Learning who has time commitment of 6 weeks. I will need daily classes. I am mainly looking for conceptual guidance and assignment help. Digital pen is useful. Please contact me as soon as possible. I would like to finalize. Prices are negotiable but not too much. I have attached the topics, textbook, and labs down below.

Knowledge in Matlab is required.

Topics:

1. linear algebra, probabilities

2. Gaussian, exponential pdf; Learning parametric pdf

3. Learning non-parametric pdf

4. PCA: maximum variance, minimum error, high-dimensional PCA

5. Probabilistic PCA (ML-PCA, EM, Bayesian PCA)

6. Non-linear latent variable models: kPCA

7. Linear basis function models, least squares and maximum likelihood

8. Bayesian linear regression

10. Discriminant functions; least squares

11. Logistic regression: prob. generative & discriminative models

12. Mixture of linear classifiers: Boosting and Bagging

13. k-Means

14. Gaussian mixture model, Expectation-Maximization

16. Dual representation, kernel trick; Constructing kernels

17. Gaussian processes, GP regression, GP classification

18. Support vector machines, k-SVM

19. Biological motivation; The perceptron; Feed-forward Network

20. Network training

21. Bayesian Networks

22. Markov Random Fields; Iterated conditional modes

23. Hidden Markov Models, forward-backward, Viterbi algorithm

15. Spectral clustering

Leeway

Kĩ năng: Matlab and Mathematica, Toán học, Machine Learning (ML), Thuật toán, Kĩ thuật

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Về Bên Thuê:
( 2 nhận xét ) simi valley, ca, United States

ID dự án: #30627243

10 freelancer chào giá trung bình $8/giờ cho công việc này

zainpacc

Expertise in MATLAB ad machine learning with 8 years of academic, industrial and freelancing experience in this field I have completed various projects related to this field as you can view my profile for completed pro Thêm

$6 USD / giờ
(135 Nhận xét)
5.8
hayteekeys

Hello, I am an MSC majored in mathematics. I have rich exp in ACM/ICPC and deep understandings of algorithms for Classifications, Neural Networks,e.t.c I attended at ACM regional contest several times and won medals th Thêm

$4 USD / giờ
(27 Nhận xét)
5.6
WorldOfScience

I have Doctrate level of skills in AI and Machine [login to view URL], since last year i was tutoring in US (NewYork) via freelancer and the experience of University students was [login to view URL] have a look at my profi Thêm

$10 USD / giờ
(12 Nhận xét)
4.5
NikTulup

Hi, there I am an expert in matlab. I have a lot of experiences in many machine learning projects. We can discuss for this project detail more in chat. Best regards,

$4 USD / giờ
(11 Nhận xét)
4.0
segredominic

Hi there. I’m an expert in all the listed machine learning algorithms and techniques. I have been implementing ML projects since 5 years with python programming and libraries like pandas, sklearn, tensorflow, keras, an Thêm

$4 USD / giờ
(10 Nhận xét)
4.1
nrrajuu7

I am Vishnu and I am currently working as a Visiting Researcher at Mirai Innovation Research Institute, Japan. My research team along with me are currently working on Facial Makeup Transfer Algorithm development with G Thêm

$25 USD / giờ
(2 Nhận xét)
2.8
Shweta1112

I have over 5 years of expertise with Matlab, Simulink and reports based on the same. I also have knowledge in Image processing, Communications, Electrical Engineering and other related subjects. I can also do data an Thêm

$6 USD / giờ
(2 Nhận xét)
2.4
wenubro64

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$4 USD / giờ
(1 Nhận xét)
1.3
emdashl

hi, I I'm a professional in the field and I would like to help out.. when do we start, plan a study timetable .

$7 USD / giờ
(0 Nhận xét)
0.0
cuong48d

Hello, After reading your job description, I am very interested in your project because your project is related python. I have rich experience with python and can handle many packages such as numpy, pandas, filters, tk Thêm

$6 USD / giờ
(0 Nhận xét)
0.0