bitbootcamp fully immersive data science

© 2015 Hudson Data Corp. All Rights Reserved. www.bitbootcamp.com

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Machine Learning Ecosystem

Decision Trees

Naive Bayes

Random Forest

Review : Core Programming

Week 1Introduction to Machine Learning Unix for DS ( Data Science )

SQL for DS

Core Python

Excel for DS

Git, R for DS

Week 2Advanced Unix

Advanced Python for DS

Visualization with Python

Classical Statistics

Linear Algebra and Vector Math

Week 3 Week 4Introduction to Big DataHDFS

Core JavaMap Reduce

Advanced JavaAdvanced Map Reduce

Hive

Hadoop ETL

Data Science Immersive Training

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Graph Analysis

Story Telling with D3, Seaborn

Support Vector Machines

Machine Learning in Production

Future of Data Science

Stable Marriage

Principal Component Analysis

Data Fusion / Fuzzy Matching

Recommendation Engine

Review : Spark and ML Algos.

Week 5Apriori Algorithm

Gradient Boosting Machines

Generalized Linear Models

Clustering - Knn, K-Means

Review : Hadoop and ML Algos.

Week 6Scala

Spark

Spark QL

Spark with Python API

Kafka, Hadoop Streaming

Week 7 Week 8

Data Science Immersive Training

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