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Data Science with Python

Become an expert in data analytics, machine learning, and web scraping using Python programming. Gain an in-depth understanding of the various packages in Python like NumPy, SciPy, Pandas, and Scikit-learn for performing data analysis, implementing machine learning models, and NLP. The program includes two real-life industry projects and Jupyter notebooks labs to provide an interactive and hands-on practice. This program is suited for both beginners and experienced professionals.

Program # Program Contents Exam # Exam Regular Track
(days)

Python - 001

 Data Science with Python 7
  Total 7

Program Objectives

  • Gain an in-depth understanding of data science process, data wrangling, data exploration, data visualization, hypothesis building, and testing. You will also learn the basics of statistics.
  • Install the required Python environment and other auxiliary tools and libraries
  • Understand the essential concepts of Python programming like data types, tuples, lists, dicts, basic operators, and functions.
  • Perform high-level mathematical computing using NumPy package and its large library of mathematical functions
  • Perform scientific and technical computing using SciPy package and its sub-packages such as Integrate, Optimize, Statistics, IO, and Weave.
  • Perform data analysis and manipulation using data structures and tools provided in Pandas package
  • Gain expertise in machine learning using the Scikit-Learn package
  • Gain an in-depth understanding of supervised learning and unsupervised learning models like linear regression, logistic regression, clustering, dimensionality reduction, K-NN, and pipeline
  • Use Scikit-Learn package for natural language processing
  • Use matplotlib library of Python for data visualization
  • Extract useful data from websites by performing web scrapping using Python
  • Integrate Python with Hadoop, Spark, and MapReduce

Prerequisites

There are no prerequisites for this program . The Python basics program included with this program provides an additional coding guidance.

Audience

There is a booming demand for skilled data scientists across all industries that make this program suited for participants at all levels of experience. We recommend this Data Science consulting especially for the following professionals:

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Disclaimer

Technovalley Software India Pvt Ltd is a software development and consultancy services company. We have consulting contracts from across the globe, focusing on the middle east countries, such as Qatar, UAE, and Saudi Arabia. We do the selection, required skill assessment and development for candidates as per our contractual requirements to create a pool of talents in the form of interns. Read More

Technovalley Software India Pvt Ltd, Level 4, ATS Grand, Opposite Highway Garden, Bypass, Edapally , Ernakulam

+91 484 414 0100 / +91 484 414 0111

info@technovalley.co.in

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