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What you'll learn?
- Work on data science projects using Python.
- Python Basics
- Data Mining
- Data Cleaning
Course Overview
How to use this course:
This class is not meant to be merely observed, it is a practical lesson which requires you to open your Jupyter notebook and type the code as you see it on the screen. This way you will understand how the code works. Feel free to experiment with the code by entering your own values.
A hands-on approach to learning Data Science using Jupyter Notebooks. All explanations are present on the screen so that you can pause the video and read them at your own pace. Installation instructions have been provided for Python as well as it's libraries.
Pre-requisites
- Installation instructions have been provided in the course for the following libraries:
- Jupyter Notebooks
- Python
- Numpy
- Scipy
- Matplotlib
- Pandas
- Scikit-Learn
- Seaborn
Target Audience
- Beginners
Curriculum 12 Lectures 01:50:27
-
Section 1 : Introduction to Jupyter Notebooks
- Lecture 2 :
- Jupyter Notebooks Quiz
-
Section 2 : Python Basics
- Lecture 1 :
- Python Basics - Part 1
- Lecture 2 :
- Python Basics - Part 2
- Lecture 3 :
- Python Basics - Part 3
-
Section 3 : Basic Python Libraries for Data Science
- Lecture 1 :
- Installation instructions for Numpy, Scipy, Matplotlib, Pandas and Scikit-Learn
-
Section 4 : Numpy
- Lecture 1 :
- Numpy
-
Section 5 : Scipy
- Lecture 1 :
- Scipy
-
Section 6 : Matplotlib
- Lecture 1 :
- Matplotlib
-
Section 7 : Pandas
- Lecture 1 :
- Pandas
-
Section 8 : Machine Learning Concepts
- Lecture 1 :
- Machine Learning Basics
-
Section 9 : Scikit-learn
- Lecture 1 :
- Scikit-learn
Our learners work at
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Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic. -
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Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on. -
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Instructor
35228 Course Views
1 Courses
Vinita Silaparasetty is currently exploring the field of Artificial Intelligence, particularly in Machine Learning, Deep Learning and Neural Networks.
1) Quora Top writer (2018)
2) Co-organizer of the "Bangalore Artificial Intelligence Meetup" group
3) Co-organizer of the "AI for Women" meetup group
4) Ambassador for the "Charter of Compassion"
#datascience #artificialintelligence #machinelearning #vinitas #vinita #vinitamohan #deeplearning
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