🔥Intellipaat Data Science course: https://intellipaat.com/data-science-architect-masters-program-training/
In this data science tutorial video you will know everything you need to become a data scientist. This data science tutorial covers topics such as what is data science, data scientists roles, their day to day tasks, data scientists salary, major statistics and probability concepts, data visualization, data manipulation, end to end data science project, data science interview questions and a lot more. If you are looking for a data science full course then this data science tutorial is just the right video for you.
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🔥🔥🔥Following topics are covered in this:
00:00 – Data Science Course
01:48 – What is Data Science Tutorial?
04:55 – Why do we need Data Science?
06:37 – Data Science Process
10:46 – Data Gathering
11:50 – Data Processing
12:35 – Data Analysis
13:23 – Data Cleaning
14:50 – Data Visualization
16:51 – Creating a Model
18:35 – Testing the Model
19:40 – Data Scientist Responsibilities
21:42 – Avg. Salary of a Data Scientist
22:23 – Data Science Tools
24:37 – Data Science Key Skills
31:08 – Data Science Learning Path
38:25 – Statistics and Probability
01:41:14 – What is Probability?
01:52:22 – Three Approaches to Probability
01:57:00 – Bayesian Theorem
02:11:10 – Contingency Table
02:33:55 – Independent Event
02:36:15 – Bayesian Tree
02:51:22 – Quiz
02:53:38 – Sample Distribution
03:24:49 – Systematic Sampling
03:54:47 – Poisson Distributions
04:00:55 – Why do we need Algorithms?
04:02:51 – What are Algorithms?
04:06:15 – Introduction to Machine Learning
04:07:30 – Types of Machine Learning
04:08:04 – Supervised Learning
04:12:26 – Logistic Regression
04:15:11 – Unsupervised Learning
04:17:35 – Reinforcement Learning
04:30:32 – What is Numpy?
04:45:07 – Rabdamize an Array
05:08:06 – Indexing and Slicing in Python
05:34:58 – Advantages of Numpy over list
05:44:13 – Introduction to Pandas
06:51:55 – Quiz
06:54:39 – Introduction to Matplotlib
07:00:24 – Types of Plots
08:18:50 – Data Science Project
09:00:00 – Data Science Interview Questions
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📕 Read complete Data Science tutorial here: https://intellipaat.com/blog/tutorial/data-science-tutorial/
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📕 Read insightful blog on what is Data Science: https://intellipaat.com/blog/what-is-data-science/
📰Interested to know about Data Science certifications? Read this blog: https://intellipaat.com/blog/data-science-certification/
Are you looking for something more? Enroll in our Data Science course and become a certified Data Scientist (https://intellipaat.com/data-science-architect-masters-program-training/). It is a 232 hrs instructor led Data Science training provided by Intellipaat which is completely aligned with industry standards and certification bodies.
Why Data Science is important?
Data Science is taking over each and every industry domain. Machine Learning and especially Deep Learning are the most important aspects of Data Science that are being deployed everywhere from search engines to online movie recommendations. Taking the Intellipaat Data Science training & Data Science Course can help professionals to build a solid career in a rising technology domain and get the best jobs in top organizations.
Why should you opt for a Data Science career?
If you want to fast-track your career then you should strongly consider Data Science. The reason for this is that it is one of the fastest growing technology. There is a huge demand for Data Scientist. The salaries for Data Scientist is fantastic.There is a huge growth opportunity in this domain as well. Hence this Intellipaat Data Science tutorial is your stepping stone to a successful career!
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