Skip Intro: 00:02:07 Great Learning offers a range of extensive Data Science courses that enable candidates for diverse work professions in Data Science and other trending domains. The faculty team of the Data Science Courses comprises top academicians in Data Science along with many skilled industry practitioners from leading organizations that practice Data Science. Over 500+ Hiring Partners & 8000+ career transitions over varied domains. Know More: https://glacad.me/3xGHZvq Hey Folks! Watch this 10-hour tutorial on Python For Data Science! Python is one of the most famous programming languages in the world and is favoured in the field of data science because of it’s simple and flexible syntax, its ability to work with multiple paradigms, and the ease with which it combines with other software components. These factors have made Python be the most favoured programming with data science, which is exactly why so many people want to learn it today. Great Learning brings you this 10-hour tutorial on Python For Data Science to help you understand everything you need to know about this topic and getting started on the journey to learn about it well. This video starts off with an introduction to Python and Python IDEs, followed by looking at data structures in Python. Then we look at object-oriented programming. Following this, we will work with some well-known Python libraries: NumPy, Pandas, Matplotlib and Seaborn. Finally, we look at linear and logistic regression, allowed by time series! This video teaches Python For Data Science and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot. 00:00:00 Introduction 00:02:07 Agenda 00:02:59 Python, Pycharm & Anaconda Installation 00:06:21 Intro to Jupyter Notebook 00:11:15 Variables in Python 00:14:35 Data Types in Python 00:18:52 Operators in Python 00:26:43 Python Tokens: Keywords, Identifiers, Literals & Operators 00:46:14 Data Structures in Python: Tuple, List, Dictionary & Set 01:20:21 Flow Control Statements 01:44:34 Functions 01:59:32 Python Object-Oriented Programming: Class & Object 02:19:27 Inheritance in Python 02:49:55 Libraries in Python 02:51:25 Python Numpy 03:19:58 Python Pandas 03:50:03 Data Visualization with Python: Matplotlib 04:25:45 Data Visualization with Python: SeaBorn 05:26:01 Python Project on IPL Data 06:01:26 Python Project on FIFA 06:22:23 Python Project on Marvel and DC Characters 06:36:44 Introduction to Data Science 06:52:59 Machine Learning 06:56:34 Supervised Learning 07:00:40 Unsupervised Learning 07:03:25 Statistics For Data Science 07:39:11 Linear Regression 08:50:22 Logistic Regression 09:31:53 Time Series Analysis Visit Great Learning Academy, to get access to 200+ free courses with 1000+ hours of content on Data Science, Data Analytics, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity, Software Development and many more. These are supplemented with free projects, assignments, datasets, quizzes. You can earn a certificate of completion at the end of the course for free. https://glacad.me/3cct6r9 Get the free Great Learning App for a seamless experience, enroll for free courses and watch them offline by downloading them. https://glacad.me/3cSKlNl About Great Learning: - Great Learning is an online and hybrid learning company that offers high-quality, impactful, and industry-relevant programs to working professionals like you. These programs help you master data-driven decision-making regardless of the sector or function you work in and accelerate your career in high growth areas like Data Science, Big Data Analytics, Machine Learning, Artificial Intelligence & more.