Watch Python For Data Science Full Course - 9 Hours | Data Science With Python | Python Training | Edureka Video Tutorial


Tutorial Details & Info

Tutorial Title: Python For Data Science Full Course - 9 Hours | Data Science With Python | Python Training | Edureka
Instructor / Channel: edureka!
Lesson Runtime: 22:56 Minutes
Publish Date: March 15, 2020
Total Students / Views: 473,712 views

Master the concepts in Python For Data Science Full Course - 9 Hours | Data Science With Python | Python Training | Edureka created by edureka!. This full video course has a total duration of 22:56 minutes with crystal clear HD video and audio quality. Access this full online lesson without any subscription or sign-up required.

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Course Description & Lesson Notes

Official Video Description:

๐Ÿ”ฅEdureka Python for Data Science Certification Training (Use Code "๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ"): https://www.edureka.co/data-science-python-certification-course This Edureka video on the 'Python For Data Science Full Course' will help you learn Python for Data Science including all the relevant libraries. Following are the topics discussed in this Python for Data Science tutorial: 00:00 Agenda 02:37 Introduction To Data Science 03:03 Need for Data Science 06:05 What is Data Science 10:56 Data Science Life Cycle 26:50 Jupyter Notebook Tutorial 48:34 Statistics For Data Science 02:14:32 Python Libraries For Data Science 02:14:25 Python Numpy 02:44:42 Python Pandas 03:18:24 Python Scipy 03:36:21 Python Matplotlib 04:04:19 Python Seaborn 04:22:57 Machine Learning With Python 04:33:47 Maths For Machine Learning 05:32:40 Machine Learning Algorithms 05:41:36 Classification In Machine Learning 06:14:07 Linear Regression In Machine Learning 06:41:59 Logistic Regression In Machine Learning 7:33:44 Deep Learning With Python 07:40:10 Keras Tutorial 08:06:14 TensorFlow Tutorial 08:52:35 Pyspark Tutorial ๐Ÿ”น Edureka Community: https://bit.ly/EdurekaCommunity ๐Ÿ”น Python Data Science Tutorial Playlist: https://goo.gl/WsBpKe ๐Ÿ”น Python Data Science Blog Series: http://bit.ly/2sqmP4s ๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐š๐ง๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐Ÿ”ต Python Online Training: http://bit.ly/3Oubt8M ๐Ÿ”ต Data Science Online Training: http://bit.ly/3V3nLrc ๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐‘๐จ๐ฅ๐ž-๐๐š๐ฌ๐ž๐ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž๐ฌ ๐Ÿ”ต Data Scientist Masters Program: http://bit.ly/3tUAOiT ๐Ÿ”ต Python Developer Masters Program: http://bit.ly/3EV6kDv ๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐”๐ง๐ข๐ฏ๐ž๐ซ๐ฌ๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฌ ๐Ÿ”ต Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh ๐ŸŒ• Artificial and Machine Learning PGD with E&ICT Academy NIT Warangal: http://bit.ly/3OuZ3xs ๐Ÿ”ด Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV --------------------------------- Edureka Community: https://bit.ly/EdurekaCommunity Instagram: https://www.instagram.com/edureka_learning/ Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka SlideShare: https://www.slideshare.net/EdurekaIN #edureka #PythonEdureka #pythonfordatasciencefullcourse #pythonprojects #pythontutorial #PythonTraining About the course Python has been one of the premier, flexible, and powerful open-source language that is easy to learn, easy to use, and has powerful libraries for data manipulation and analysis. For over a decade, Python has been used in scientific computing and highly quantitative domains such as finance, oil and gas, physics, and signal processing. Edureka's Python Certification Training not only focuses on the fundamentals of Python, Statistics and Machine Learning but also helps one gain expertise in applied Data Science at scale using Python. The training is a step by step guide to Python and Data Science with extensive hands-on. The course is packed with several activity problems and assignments and scenarios that help you gain practical experience in addressing predictive modeling problems that would either require Machine Learning using Python. Starting from basics of Statistics such as mean, median and mode to exploring features such as Data Analysis, Regression, Classification, Clustering, Naive Bayes, Cross-Validation, Label Encoding, Random Forests, Decision Trees and Support Vector Machines with a supporting example and exercise help you get into the weeds. Furthermore, you will be taught of Reinforcement Learning which in turn is an important aspect of Artificial Intelligence. You will be able to train your machine based on real-life scenarios using Machine Learning Algorithms. Edureka’s Python course will also cover both basic and advanced concepts of Python like writing Python scripts, sequence and file operations in Python. You will use libraries like pandas, numpy, matplotlib, scikit, and master concepts like Python machine learning, scripts, and sequence. --------------------------------- Why learn Python? It's continued to be a favorite option for data scientists who use it for building and using Machine learning applications and other scientific computations. Python cuts development time in half with its simple to read syntax and easy compilation feature. Debugging programs is a breeze in Python with its built-in debugger. --------------------------------- For more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 / US: 18338555775

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๐ŸŽ“ Lesson Overview & Learning Outcomes:

Welcome to the step-by-step video guide for Python For Data Science Full Course - 9 Hours | Data Science With Python | Python Training | Edureka taught by edureka!. This tutorial provides a comprehensive walkthrough designed to take you from foundational principles to practical implementation.

๐Ÿ’ก Key Topics Covered in This Course:

  • Core Fundamentals & Setup: Understanding the workspace, essential tools, and initial setup for Python For Data Science Full Course - 9 Hours | Data Science With Python | Python Training | Edureka.
  • Step-by-Step Practical Demonstration: Hands-on implementation guided by edureka! with real-world examples.
  • Best Practices & Key Shortcuts: Time-saving workflows, keyboard shortcuts, and industry-standard recommendations.
  • Troubleshooting & Common Pitfalls: How to avoid common beginner errors and optimize your workflow for peak efficiency.

๐Ÿ“‹ Recommended Prerequisites & Study Notes:

No prior advanced experience is required. Follow along with the video player above on any desktop computer, tablet, or mobile device. Pause and rewind at key steps to practice along with the instructor.

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