🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐰𝐢𝐭𝐡 𝐏𝐲𝐭𝐡𝐨𝐧 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞 : [ Ссылка ] (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka video on 'Mathematics for Data Science' teaches you all the math needed to get started with mastering Data Science. It teaches you all the necessary topics and concepts of Linear Algebra, Multivariate Calculus, Statistics, and Probability and also dives into the actual implementation of these topics.
0:00 Introduction
2:42 Why Mathematics in Machine Learning?
4:47 Linear Algebra - Scalars
6:11 Linear Algebra - Vectors
6:43 Linear Algebra - Vector Operations
9:12 Linear Algebra - Matrices
12:58 Linear Algebra - Matrix Operations
19:22 Multivariate Calculus - Differentiation
26:04 Probability - Terminologies
27:27 Probability - Types of Events
27:33 Probability - Distributions
28:16 Probability - PDF
29:09 Probability - Normal Distribution
29:34 Probability - Joint Probability
30:02 Probability - Conditional Probability
31:17 Probability - Bayes Theorem Example
32:13 Probability-Applications
32:59 Statistics - Terminologies
33:43 Statistics - Sampling Techniques
35:14 Statistics - Types of Statistics
35:59 Statistics - Hypothesis Testing
📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝

-------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧---------

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---------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬---------

🔵 DevOps Engineer Masters Program: [ Ссылка ]
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--------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝗼𝘀𝘁 𝗚𝗿𝗮𝗱𝘂𝗮𝘁𝗲 𝐂𝐨𝐮𝐫𝐬𝐞𝐬--------
🔵 Artificial and Machine Learning PGD with E & ICT Academy
NIT Warangal: [ Ссылка ]
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📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 𝟐𝟎𝟐𝟐 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢
⏩𝐓𝐨𝐩 𝟏𝟎 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 𝟐𝟎𝟐𝟮: [ Ссылка ]
⏩𝐓𝐨𝐩 𝟏𝟎 𝐇𝐢𝐠𝐡𝐞𝐬𝐭 𝐏𝐚𝐲𝐢𝐧𝐠 𝐉𝐨𝐛𝐬 𝐅𝐨𝐫 𝟐𝟎𝟐𝟐: [ Ссылка ]
⏩𝐓𝐨𝐩 𝟏𝟎 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐢𝐧𝐠 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 𝐟𝐨𝐫 𝟐𝟎𝟐𝟐: [ Ссылка ]
⏩𝐓𝐨𝐩 𝟏𝟎 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝟐𝟎𝟐𝟐: [ Ссылка ]

📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: [ Ссылка ]
📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: [ Ссылка ]
📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: [ Ссылка ]
📌𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦: [ Ссылка ]
📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: [ Ссылка ]
📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: [ Ссылка ]
📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: [ Ссылка ]
📌𝐌𝐞𝐞𝐭𝐮𝐩: [ Ссылка ]
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: [ Ссылка ]


Is there any eligibility criteria for this program?
A potential candidate must have one of the following prerequisites: Degrees like BCA, MCA, and B.Tech.

About Course:
Why Learn Python for Data Science?
Python has been one of the premier, flexible, and powerful open-source languages that is easy to learn, easy to use, and has powerful libraries for data manipulation and analysis. For over a decade, It has been used in scientific computing and highly quantitative domains such as finance, oil and gas, physics, and signal processing. 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.

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