Watermelon eating more efficient than the book of "machine learning" approach

Original link: http://dmoj.greedyai.com/api/wxlogin/callback?state=longmen\x26amp;fromroad=20191022AIyoudao

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Limited to 100 places to experience

Try to learn 7 days only 8.8 Yuan

01
course information

Starting time:  October 23

Learning: Online learning + tutoring live

Projects: 9 large real projects, 21 cases explain

Assistant, teacher tracking guidance

02
Core knowledge

|  K-NN nearest neighbor | linear regression | logistic regression |

| Convex optimization | Naive Bayes | SVM |

| Tree | random forest | GBDT | 

| XGBoost | matrix factorization | K-Means | 

| GMM | topic model | EM  | clustering | PCA | 

03
Learnings

Four skills to become outstanding harvest algorithm engineer

  • Knowledge :understand the inherent link between the principle behind the algorithms and algorithms.

  • Combat :learn how to apply the principles learned in the actual work among.

  • Logic :train analogy, problem solving ability, and improve logical thinking.

  • Business :classic case of extensive contacts in the industry, to deepen understanding of the business.

04
For the crowd

  • IT practitioners : AI zero-based, entry-wish machine learning, and be able to apply technology to their own AI scene

  • Students : science and engineering related professional, want to learn machine learning

  • Internet business : think fast machine learning technology into practical work

  • AI practitioners : I hope to have a deeper understanding of machine learning

  • Parents Parents : Want to inspire children interested in artificial intelligence

05
The practical operation of the project work

No project practice hand, look here! This course contains a number of practical projects, both to explain every case the main line to explain the core knowledge points to help train students hands-on ability, problem-solving skills and in-depth understanding of knowledge.

1, regression analysis to predict height

2, using the KNN resume screening

3, used car prices forecast

4, the stock price of the quantitative investment forecast

5, the predicted CTR

6, using the L1 canonical analog sparseness neuroscience

7, spam classification

8, employee turnover rate forecast

9, based on random forest analysis of disease

10, using the GBDT solve scheduling problems in search

11, face recognition

12, cluster-based consumer group classification

13, the content recommendation algorithm movie recommendation engine

14, the music recommendation engine based on collaborative filtering algorithm

15, the OCR recognition engine build

16, using clustering algorithms compress images

17, theme-based model and SVM text classification

18, question answering system set up

19, using the kemel SVM identification of medical images

20, using clustering algorithms compress images

21, the direction of propagation algorithm to build from zero

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Limit 100 Ge experience places

Try to learn 7 days only 8.8 Yuan

Try learning content contains

" Image Recognition Project "

" Used Car Price Forecast Project "

Click below to read the original or two-dimensional code scanning

Adding "Machine Learning training camp."

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Please add a class after the micro-channel payment,

Access to the exclusive VIP community, assistant teacher counseling.

06
learning method

A. push the whole formula, make sure you understand the depth of the core algorithm.

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B. Project source code comments are clear, look at the code can be addictive!

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C. interactive study guide, real-time detection learn income.

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D. need to install any environment, programming is completely dependent on the cloud.

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E. Project Code audit work, the teacher carefully correcting errors flaws at a glance.

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08
Professional teaching and research team

Teaching and research team are experts in industry and academia, it has a wealth of teaching experience and practical experience. Professional and forward-looking contents of the escort.

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Limit 100 Ge experience places

Try to learn 7 days only 8.8 Yuan

Try learning content contains

" Image Recognition Project "

" Used Car Price Forecast Project "

Click below to read the original or two-dimensional code scanning

Adding "Machine Learning training camp."

640?wx_fmt=jpeg

Please add a class after the micro-channel payment,

Access to the exclusive VIP community, assistant teacher counseling.

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Origin blog.csdn.net/red_stone1/article/details/102675012