machine learning theoretical project

Imefungwa Ilichapishwa Miaka 3 iliyopita Kulipwa wakati wa kujifungua

$30-250 USD

Kulipwa wakati wa kujifungua

Imefungwa Kulipwa wakati wa kujifungua

topic/materical included are:

From over-fitting to apparently complex methods which can work well, such as VC dimension and shattering sets.

PAC bounds. Loss functions. Risk (in the learning theoretic sense) and posterior expected risk. Generalisation error.

Supervised, unsupervised and semi-supervised learning.

The use of distinct training, test and validation sets, particularly in the context of prediction problems.

The Bootstrap revisited. Bags of Little Bootstraps. Bootstrap aggregation. Boosting.

Big Data and Big Model – issues and (partial) solutions:

The “curse of dimensionality”. Multiple testing; voodoo correlations, false-discovery rate and family-wise error rate. Corrections: Bonferroni, Benjamini-Hochberg.

Sparsity and Regularisation. Variable selection; regression. Spike and slab priors.

VC dimension

Inequalities (hoeffding,Chernoff bound), concentration inequalities.

Ridge Regression. The Lasso. The Dantzig Selector.

Concentration of measure and related inferential issues.

Metropolis hastings, gibbs sampling

MCMC in high dimensions – preconditioned Crank Nicholson; MALA, HMC. Preconditioning. Rates of convergence.

Machine Learning (ML) Data Science

Kitambulisho cha Mradi: #29856715

Kuhusu mradi

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8 wafanyakazi huru wanazabuni wastani wa $207 kwa kazi hii

Picha ya Profaili ya sajjadtaghvaeifr
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Zaidi

$140 USD kwa siku 7
(Maoni 7)
3.9
Picha ya Profaili ya MihailKuzmin
MihailKuzmin

Hi. How are you? I am very familar with the pattern recognition. I have 5+ years experienced in machine learning such as support vector machine, artificial neural network, clustering, genetic algorithm etc. I have dev Zaidi

$100 USD kwa siku 2
(Maoni 3)
2.6
Picha ya Profaili ya mzdesmag
mzdesmag

Hi, I see that you need some assistant in I am expert and having 5 years of experience in simulations using MATLAB and SIMULINK in many fields including Electronics, Communication, Control System, Signal Processing and Zaidi

$140 USD kwa siku 3
(Maoni 1)
2.1
Picha ya Profaili ya NnAlif
NnAlif

Hello sir / maam, i can do this task properly, slot but sure lets talk in DM to discuss ur issue thanks in advance

$250 USD kwa siku 7
(Maoni 1)
0.0
Picha ya Profaili ya Czarharsha
Czarharsha

experienced in R python and different MLtechniques, which wil help to give accurate results needed for your project

$167 USD kwa siku 8
(Maoni 0)
0.0
Picha ya Profaili ya mtkn
mtkn

I understand your topics. But what exactly should I do in this project?

$500 USD kwa siku 7
(Maoni 0)
0.0
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