Data Science Course - Learn Data Science in 13 hours - Full Course for Beginners - Intellipaat
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Data Science Course – Learn Data Science in 13 hours – Full Course for Beginners – Intellipaat



Intellipaat Data Science Course is a free Data Science tutorial for beginners as well as professionals to learn Data Science and its algorithms in a comprehensive crash course. This complete Data Science course masters you to learn the Data Science principles, tools, algorithms, and methodologies that make it a powerful medium to solve business problems.

Below are the topics covered in this Data Science for Beginners Course video:
01:45 – Who is a Data Scientist?
03:03 – Where do Data Scientist come from?
05:34 – What does a Data Scientist do?
09:00 – Prerequisites to become a Data Scientist
13:12 – Data Scientist Roles and Responsibilities
19:17 – Data Scientist Salary
21:05 – Who’s hiring Data Scientist?
22:51 – Need of Data Science
24:13 – What is Data science?
25:14 – Understanding Different Techniques
25:21 – Data Visualization
25:39 – Data manipulation
26:05 – Statistical Analysis
26:25 – Machine Learning
28:09 – Life Cycle of Data Science
28:23 – Data Acquisition
28:50 – Data Preprocessing
29:06 – Model building
29:22 – Pattern Evaluation
29:44 – Knowledge Representation
30:03 – Chat-Bots
30:27 – Self driving Cars
30:45 – Sentiment Analysis
31:08 – Image – Tagging
31:25 – What is Numpy?
33:21 – How to Create Numpy Array?
36:10 – 2d Arrays in Numpy
39:37 – Numpy Array Initialization
47:00 – Numpy Array Inspection
01:06:50 – Numpy Broadcasting
01:09:40 – Indexing and Slicing in Python
01:15:23 – Array Manipulation in Python
01:36:30 – Advantages of Numpy over List
01:45:56 – Pandas Module
01:46:50 – What is Pandas?
01:48:24 – Where did the name pandas come from?
01:49:55 – Features of Pandas
01:56:20 – Pandas vs Numpy
01:58:24 – How to import Pandas in Python?
01:59:09 – Data Structure in Pandas
02:00:29 – What is series object?
02:03:00 – How to change the Index name?
02:05:16 – What is a DataFrame?
02:06:03 – Features of DataFrame
02:07:27 – How to Create DataFrame?
02:18:40 – Merge, Join and Concatenate
02:56:00 – Quiz
02:58:45 – Basics of Data Visualization
03:05:45 – Plotting the graphs (Matplotlib Demo)
03:13:33 – Data Visualization Libraries
03:15:35 – What is Matplotlib?
03:16:20 – Why choose Matplotlib?
03:21:45 – Types of Plots and Demo on Matplotlib
04:29:55 – Introduction to Machine Learning
04:41:46 – What is Machine Learning?
04:43:30 – How does Machine Learn?
04:45:16 – Machine Learning popular Myth!
04:47:31 – Types of Machine Learning
04:48:05 – Supervised Learning
04:51:26 – Unsupervised Learning
04:59:36 – Reinforcement Learning
05:11:26 – Types of Regression
06:23:45 – Logistic Regression
06:44:27 – Spam Email Classifier
07:55:55 – What is Classification
07:56:47 – Types of Classification
08:08:11 – Visualizing a Decision Tree
08:10:00 – Decision Tree Terminology
08:14:35 – Creating a Decision Tree
08:16:00 – How do we split a Tree?
08:17:55 – Calculating Entropy
08:33:56 – Confusion Matrix
08:36:00 – Decision Tree Example Hands-on
08:45:10 – Understanding Naive Bayes Classifier
09:02:44 – Clustering algorithms
09:03:38 – What is Clustering?
09:04:57 – Examples of Clustering
09:08:20 – Types of Clustering
09:12:40 – K means Clustering
09:12:04 – What us k-means Clustering?
09:15:24 – Business Application of K-Means
09:16:36 – Understanding K-means Algorithm
09:34:27 – Python Project
10:33:50 – Python Interview Questions
11:21:57 – Machine Learning with Python
11:30:27 – Data Science Project
12:11:30 – Quiz
12:11:50 – Data Science Interview Questions

🔥Intellipaat Data Science course: https://intellipaat.com/data-science-architect-masters-program-training/
📕 Read complete Data Science tutorial here: https://intellipaat.com/blog/tutorial/data-science-tutorial/
#DataScienceCourse #DataScienceFullCourse #DataScienceforBeginners #DataScienceTutorial

📌 Do subscribe to Intellipaat channel & get regular updates on videos: http://bit.ly/Intellipaat

🔗 Watch Data Science tutorials here:- https://bit.ly/30QlOmv

📕 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/
—————————-
Intellipaat Edge
1. 24*7 Life time Access & Support
2. Flexible Class Schedule
3. Job Assistance
4. Mentors with +14 yrs
5. Industry Oriented Course ware
6. Life time free Course Upgrade
——————————
For more information:
Please write us to [email protected] or call us at: +91-7847955955

Website: https://intellipaat.com/data-science-architect-masters-program-training/

Facebook: https://www.facebook.com/intellipaatonline

Telegram: https://t.me/s/Learn_with_Intellipaat

Instagram: https://www.instagram.com/intellipaat

LinkedIn: https://www.linkedin.com/company/intellipaat-software-solutions

Twitter: https://twitter.com/Intellipaat

Source. First Published on YouTube

Growth Hacking Articles

Email Marketing Strategy For CRAZY Clicks (597 Clicks in 36 Hours)
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Email Marketing Strategy For CRAZY Clicks (597 Clicks in 36 Hours)



One of the best assets in a business is having an email list to use for marketing. In this video I will walk through a recent email that was sent to our email list that received 597 clicks in just 36 hours.

I will also share the email and subject lines that allowed this email to do so well.

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📒 Show Notes and Resources – https://theamazingseller.com/809

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QUESTION — Have a question about selling online, building a brand or anything else? Post in comments section of this video!

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Source. First Published on YouTube

Growth Hacking Articles

Data Science Tutorial | Data Science for Beginners | Python for Data Science | 11 Hours Full Course
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Data Science Tutorial | Data Science for Beginners | Python for Data Science | 11 Hours Full Course



Data Science provides the hottest job of the 21st century and with an average salary of $120,000 per annum. Data proficiency is as important as computer proficiency was 20 years back. And huge investments in analytics by top companies such as google, facebook and amazon are creating millions of jobs.

Visit Great Learning Academy, for free access to full courses, projects, data sets, codebooks & live sessions: https://glacad.me/3duVMLE

This full course on data Science will be taught by Dr Abhinanda Sarkar. Dr Sarkar is the Academic Director at Great Learning for Data Science and Machine Learning Programs. He is ranked amongst the Top 3 Most Prominent Analytics & Data Science Academicians in India.

He has taught applied mathematics at the Massachusetts Institute of Technology (MIT) as well as been visiting faculty at Stanford and ISI and continues to teach at the Indian Institute of Management (IIM-Bangalore) and the Indian Institute of Science (IISc).

So, keeping the importance of Data Science in mind, we have come up with this comprehensive tutorial.

This session will cover these topics:
• Statistics vs Machine Learning – 2:15
• Types of Statistics – 8:55
• Types of Data – 1:50:35
• Correlation – 2:45:50
• Covariance – 2:52:23
• Basics of Python – 4:24:36
• Python Data Structures – 4:43:58
• Flow Control Statements in Python – 4:55:58
• Numpy – 5:32:48
• Pandas – 5:51:30
• Matplolib – 6:14:28
• Linear Regression – 6:38:14
• Logistic Regression – 9:54:34
———————————————————————————————

Read more about Data Science: https://www.mygreatlearning.com/blog/what-is-data-science/

Here are the links for our other full course videos:

Time series analysis: https://www.youtube.com/watch?v=FPM6it4v8MY&t=8209s

Statistics for Data Science : https://www.youtube.com/watch?v=Vfo5le26IhY&t=6682s

Tableau Training for Beginners: https://www.youtube.com/watch?v=6mBtTNggkUk&t=994s

Python for Data Science: https://www.youtube.com/watch?v=edvg4eHi_Mw&t=17669s

Hadoop Full Course: https://www.youtube.com/watch?v=JK2MdJAWEGc

Artificial Intelligence Tutorial: https://www.youtube.com/watch?v=opgTF9Yf3Dk&t=729s

For more updates on courses and tips follow us on:

– Facebook: https://www.facebook.com/GreatLearningOfficial/
– LinkedIn: https://www.linkedin.com/company/great-learning/

– Follow our Blog: https://www.greatlearning.in/blog/?utm_source=Youtube

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Facebook rolls out hours and services update for COVID-19 communications
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Facebook rolls out hours and services update for COVID-19 communications







Facebook rolls out hours and services update for COVID-19 communications – Search Engine Land












































This content was originally published on Source link, we are just re-sharing it.

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