Introduction
This course provides instruction on the theory and practice of data science, including machine learning and natural language processing. This course introduces many of the core concepts behind today’s most commonly used algorithms and introducing them in practical applications
Take Away
Discuss concepts and key algorithms in all of the major areas – Classification, Regression, Clustering, Dimensionality Reduction, including a primer on Neural Networks. We’ll focus on both single-server tools and frameworks (Python, NumPy, pandas, SciPy, Scikit-learn, NLTK, TensorFlow Jupyter) as well as large-scale tools and frameworks (Spark MLlib, Stanford CoreNLP, TensorFlowOnSpark/Horovod/MLeap, Apache Zeppelin)
- Demonstration: Understanding MapReduce
- Running a MapReduce Job
Introduction
This course provides instruction on the theory and practice of data science, including machine learning and natural language processing. This course introduces many of the core concepts behind today’s most commonly used algorithms and introducing them in practical applications
Take Away
Discuss concepts and key algorithms in all of the major areas – Classification, Regression, Clustering, Dimensionality Reduction, including a primer on Neural Networks. We’ll focus on both single-server tools and frameworks (Python, NumPy, pandas, SciPy, Scikit-learn, NLTK, TensorFlow Jupyter) as well as large-scale tools and frameworks (Spark MLlib, Stanford CoreNLP, TensorFlowOnSpark/Horovod/MLeap, Apache Zeppelin)
- Demonstration: Understanding MapReduce
- Running a MapReduce Job
Course Calendar
| Start Date | End Date | Duration | Locaton | Register Now |
|---|---|---|---|---|
| 23rd July 2019 | 27th July 2019 | 5 Days | Pune | Register Now |
| 27th Aug 2019 | 31th Aug 2019 | 5 Days | Pune | Register Now |
| 24th Sep 2019 | 28nd Sep 2019 | 5 Days | Pune | Register Now |
Course Calendar
| Stat Date |
End Date | Duration | Location |
|---|---|---|---|
| 23rd July 2019 | 27th July 2019 | 5 Days | Pune |
| Stat Date |
End Date | Duration | Location |
|---|---|---|---|
| 27th Aug 2019 | 31th Aug 2019 | 5 Days | Pune |
| Stat Date |
End Date | Duration | Location |
|---|---|---|---|
| 24th Sep 2019 | 28th Sep 2019 | 5 Days | Pune |
