Data Science is the driving force behind innovation and smart decision-making in today’s data-driven world. This all-in-one course from Great Learning dives deep into the exciting field of Data Science, blending mathematics, analytics, algorithms, and machine learning into a powerful learning journey.
Explore how massive volumes of data are transformed into actionable insights using state-of-the-art tools and techniques. Learn to uncover hidden patterns, derive meaningful insights, and make impactful business decisions using advanced predictive models.
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Starting from core topics like statistics and data handling, you’ll progress to mastering key algorithms, including:
* Linear Regression
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* And much more!
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🏁 Topics Covered:
• Introduction -
00:00:00
• Statistics vs Machine Learning -
00:02:15
• Types of Statistics -
00:08:55
• Types of Data -
01:50:35
• Correlation -
02:45:50
• Covariance -
02:52:23
• Basics of Python -
04:24:36
• Python Data Structures -
04:43:58
• Flow Control Statements in Python -
04:55:58
• Numpy -
05:32:48
• Pandas -
05:51:30
• Matplolib -
06:14:28
• Linear Regression -
06:38:14
• Logistic Regression -
09:54:34
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⚡ About Great Learning:
With more than 5.4 Million+ learners in 170+ countries, Great Learning, a part of the BYJU'S group, is a leading global edtech company for professional and higher education offering industry-relevant programs in the blended, classroom, and purely online modes across technology, data and business domains. These programs are developed in collaboration with the top institutions like Stanford Executive Education, MIT Professional Education, The University of Texas at Austin, NUS, IIT Madras, IIT Bombay & more.
⚡ About Great Learning Academy:
Visit Great Learning Academy to get access to 1000+ free courses with a completion certificate on Data Science, Data Analytics, Digital Marketing, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity, Software Development, and many more. These are supplemented with free projects, assignments, datasets, quizzes.
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