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Python for Data Science and Machine Learning Course

Python for Data Science and Machine Learning Course - Posh Institute of Technology

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Course Description

Python for Data Science and Machine Learning Bootcamp

Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!

What you’ll learn

Requirements

  • Use Python for Data Science and Machine Learning
  • Use Spark for Big Data Analysis
  • Implement Machine Learning Algorithms
  • Learn to use NumPy for Numerical Data
  • Learn to use Pandas for Data Analysis
  • Learn to use Matplotlib for Python Plotting
  • Learn to use Seaborn for statistical plots
  • Use Plotly for interactive dynamic visualizations
  • Use SciKit-Learn for Machine Learning Tasks
  • K-Means Clustering
  • Logistic Regression
  • Random Forest and Decision Trees
  • Natural Language Processing and Spam Filters
  • Neural Networks
  • Support Vector Machines
  • Some programming experiences
  • Admin permissions to download files

Description

Are you ready to start your path to becoming a Data Scientist! 

This comprehensive course will be your guide to learning how to use the power of Python to analyse data, create beautiful visualizations, and use powerful machine learning algorithms!

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world’s most interesting problems!

This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science!

This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost!

With over 100 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for data science and machine learning on POSH!

We’ll teach you how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python! Here a just a few of the topics we will be learning:

  • Programming with Python

  • NumPy with Python

  • Using pandas Data Frames to solve complex tasks

  • Use pandas to handle Excel Files

  • Web scraping with python

  • Connect Python to SQL

  • Use matplotlib and seaborn for data visualizations

  • Use plotly for interactive visualizations

  • Machine Learning with SciKit Learn, including:

  • Linear Regression

  • K Nearest Neighbors

  • K Means Clustering

  • Decision Trees

  • Random Forests

  • Natural Language Processing

  • Neural Nets and Deep Learning

  • Support Vector Machines

  • and much, much more!

Enroll in the course and become a data scientist today!

Who is This Course For?

  • This course is meant for people with at least some programming experience

  • Course content

  • Collapse all 149 lectures

  • Introduction to the Course

  • Course Help and Welcome

  • Course FAQs

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Institute Overview

Posh Institute of Technology
Pune, Maharashtra, India
20 Current Posted Courses

About us We envision a world where anyone, anywhere can transform their life by accessing the world’s best learning experience.Every course at POSH is taught by top instructors from world-class universities and companies, so you can learn some... Read More

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