With the help of machine learning and natural language processing, this course will train students on the principles and methods of data science.
Course Price : $1999 Per Participant
The Natural Language Toolkit (NLTK) and Spark MLlib are also included, along with many tools and programming languages (Python, Mahout, IPython, SciPy, Pig, pandas, NumPy, and Scikitlearn).
Years of Experience
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For dates, times, and location customization of this course, get in touch with us.
You can also speak with a learning consultant by calling 800-961-0337.
a. Setting Up a Development Environment
b. Using HDFS Commands
c. Using Apache Mahout for Machine Learning
d. Getting Started with Apache Pig
e. Exploring Data with Pig
f. Using the IPython Notebook
g. Data Analysis with Python
h. Interpolating Data Points
i. Defining a Pig UDF in Python
j. Streaming Python with Pig
k. Computing K-Nearest Neighbor
l. Generating a K-Means Clustering
m. POS Tagging Using a Decision Tree
n. Using NLTK for Natural Language Processing
o. Classifying Text using Naive Bayes
p. Using Spark Transformations and Actions
q. Using Spark MLlib
r. Creating a Spam Classifier with MLlib
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