| data science | |||
| Pandas | |||
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Machine learning
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| scikit learn | spam/not-spam | ||
| databases | |||
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Query optimization
|
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| Join algorithms | |||
| Big Data | |||
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stream processing
|
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analytics – datawarehousing
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hive | ||
| hadoop |
distributed computing
|
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| spark | scala | ||
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Information Retrieval
|
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Document similarity
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gensim scikit learn
|
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| search engine | |||
| page rank | |||
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Recommender systems
|
|||
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Movie Recommendation
|
|||
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Youtube recommended videos
|
|||
| Amazon books | |||
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Software Engineer – better s/w engineer
|
|||
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GIT version control
|
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Functional Programming
|
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| basic scripting | |||
| Design Patterns | |||
| Debugger | |||
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Web technology
|
|||
| scalable web | |||
| firebase | |||
| nodejs | |||
| flask | |||
| Compilers | |||
| LLVM | |||
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Image Processing
|
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OpenCV/OpenGL
|
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| GPU computing | |||
| Concepts | |||
| hashing | |||
| DAG | |||
| Merge sort | |||