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Data Science Full Course - Learn Data Science in 10 Hours | Data Science For Beginners | Edureka bsocially 13 Views • 4 years ago

? Data Science Master Program (Use Code "?????????"): https://www.edureka.co/masters....-program/data-scient
This Edureka Data Science Full Course video will help you understand and learn Data Science Algorithms in detail. This Data Science Tutorial is ideal for both beginners as well as professionals who want to master Data Science Algorithms. Below are the topics covered in this Data Science for Beginners tutorial video:
00:00 Agenda
2:44 Introduction to Data Science
9:55 Data Analysis at Walmart
13:20 What is Data Science?
14:39 Who is a Data Scientist?
16:50 Data Science Skill Set
21:51 Data Science Job Roles
26:58 Data Life Cycle
30:25 Statistics & Probability
34:31 Categories of Data
34:50 Qualitative Data
36:09 Quantitative Data
39:11 What is Statistics?
41:32 Basic Terminologies in Statistics
42:50 Sampling Techniques
45:31 Random Sampling
46:20 Systematic Sampling
46:50 Stratified Sampling
47:54 Types of Statistics
50:38 Descriptive Statistics
55:52 Measures of Spread
55:56 Range
56:44 Inter Quartile Range
58:58 Variance
59:36 Standard Deviation
1:14:25 Confusion Matrix
1:19:16 Probability
1:24:14 What is Probability?
1:27:13 Types of Events
1:27:58 Probability Distribution
1:28:15 Probability Density Function
1:30:02 Normal Distribution
1:30:51 Standard Deviation & Curve
1:31:19 Central Limit Theorem
1:33:12 Types of Probablity
1:33:34 Marginal Probablity
1:34:06 Joint Probablity
1:34:58 Conditional Probablity
1:35:56 Use-Case
1:39:46 Bayes Theorem
1:45:44 Inferential Statistics
1:56:40 Hypothesis Testing
2:00:34 Basics of Machine Learning
2:01:41 Need for Machine Learning
2:07:03 What is Machine Learning?
2:09:21 Machine Learning Definitions
2:!1:48 Machine Learning Process
2:18:31 Supervised Learning Algorithm
2:19:54 What is Regression?
2:21:23 Linear vs Logistic Regression
2:33:51 Linear Regression
2:25:27 Where is Linear Regression used?
2:27:11 Understanding Linear Regression
2:37:00 What is R-Square?
2:46:35 Logistic Regression
2:51:22 Logistic Regression Curve
2:53:02 Logistic Regression Equation
2:56:21 Logistic Regression Use-Cases
2:58:23 Demo
3:00:57 Implement Logistic Regression
3:02:33 Import Libraries
3:05:28 Analyzing Data
3:11:52 Data Wrangling
3:23:54 Train & Test Data
3:20:44 Implement Logistic Regression
3:31:04 SUV Data Analysis
3:38:44 Decision Trees
3:39:50 What is Classification?
3:42:27 Types of Classification
3:42:27 Decision Tree
3:43:51 Random Forest
3:45:06 Naive Bayes
3:47:12 KNN
3:49:02 What is Decision Tree?
3:55:15 Decision Tree Terminologies
3:56:51 CART Algorithm
3:58:50 Entropy
4:00:15 What is Entropy?
4:23:52 Random Forest
4:27:29 Types of Classifier
4:31:17 Why Random Forest?
4:39:14 What is Random Forest?
4:51:26 How Random Forest Works?
4:51:36 Random Forest Algorithm
5:04:23 K Nearest Neighbour
5:05:33 What is KNN Algorithm?
5:08:50 KNN Algorithm Working
5:14:55 kNN Example
5:24:30 What is Naive Bayes?
5:25:13 Bayes Theorem
5:27:48 Bayes Theorem Proof
5:29:43 Naive Bayes Working
5:39:06 Types of Naive Bayes
5:53:37 Support Vector Machine
5:57:40 What is SVM?
5:59:46 How does SVM work?
6:03:00 Introduction to Non-Linear SVM
6:04:48 SVM Example
6:06:12 Unsupervised Learning Algorithms - KMeans
6:06:18 What is Unsupervised Learning?
6:06:45 Unsupervised Learning: Process Flow
6:07:17 What is Clustering?
6:09:15 Types of Clustering
6:10:15 K-Means Clustering
6:10:40 K-Means Algorithm Working
6:16:17 K-Means Algorithm
6:19:16 Fuzzy C-Means Clustering
6:21:22 Hierarchical Clustering
6:22:53 Association Clustering
6:24:57 Association Rule Mining
6:30:35 Apriori Algorithm
6:37:45 Apriori Demo
6:40:49 What is Reinforcement Learning?
6:42:48 Reinforcement Learning Process
6:51:10 Markov Decision Process
6:54:53 Understanding Q - Learning
7:13:12 Q-Learning Demo
7:25:34 The Bellman Equation
7:48:39 What is Deep Learning?
7:52:53 Why we need Artificial Neuron?
7:54:33 Perceptron Learning Algorithm
7:57:57 Activation Function
8:03:14 Single Layer Perceptron
8:04:04 What is Tensorflow?
8:07:25 Demo
8:21:03 What is a Computational Graph?
8:49:18 Limitations of Single Layer Perceptron
8:50:08 Multi-Layer Perceptron
8:51:24 What is Backpropagation?
8:52:26 Backpropagation Learning Algorithm
8:59:31 Multi-layer Perceptron Demo
9:01:23 Data Science Interview Questions

----------Edureka Data Science Training & Certifications------------

? Data Science Training using Python: http://bit.ly/2P2Qbl8

? Data Science Training using R: http://bit.ly/2u5Msw5

? Python Programming Training: http://bit.ly/2OYsVoE

?Python Masters Program: https://bit.ly/3e640cY

? Machine Learning Course using Python: http://bit.ly/2SApG99

? Data Scientist Masters Program: http://bit.ly/39HLiWJ

? Machine Learning Engineer Masters Program: http://bit.ly/38Ch2MC

For more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 / US: 18338555775 (toll free). - bsocially

2020 MacBook Air M1 - Unboxing, Setup and First Look bsocially 13 Views • 4 years ago

The new 2020 MacBook Air M1 is here with the new Apple Silicon, the scissor keyboard, better battery life and more. In this video I unbox, setup, benchmark and take a first look at the M1 MacBook Air update that improves on the last major update we had with amazing speed. #MacBookAir #MacBook #Apple #macOS

2020 MacBook Air on Amazon - https://amzn.to/32Wa30t
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Watch Band I use on Amazon - https://amzn.to/2Kpb7zX
Screen Protectors on Amazon: http://geni.us/7rcHc
Apple Case I use on Amazon: http://geni.us/BNXPOn
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***Time Codes***
00:00 - Introduction
00:08 - Price
00:26 - Specs
00:34 - Unboxing
02:29 - Design overview
03:47 - Display
04:12 - Setup
07:54 - WiFi and Bluetooth
08:21 - Keyboard backlight
08:46 - FaceTime Camera
09:30 - Speakers
11:49 - Benchmarks
14:55 - Battery
15:17 - Supported apps
15:37 - Heat
16:36 - Wallpaper
16:51 - Outro
17:11 - End

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Gear I use:
? CAMERA: https://bhpho.to/3idRl9u
? Microphone - https://amzn.to/2JYatZl
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iPhone 12 mini Review - youtube.com/watch?v=T8ovrwPbiGY&t=4s

iPhone 12 mini vs iPhone 12 - Which Should You Choose? - https://www.youtube.com/watch?v=7urLXJm7lys&t=2s

iPhone 12 pro Max Review (filmed on iphone) - https://www.youtube.com/watch?v=qfOHMrc7u5s&t=35s

iOS 14.3 Beta 1 is Out! - What's New? - https://www.youtube.com/watch?v=QwYPsVAhxRI

macOS Big Sur is Out! - What’s New? (Every Change and Feature) - https://www.youtube.com/watch?v=orKd7GVtAB0

iPhone 12 mini Unboxing, Setup and First Look - https://www.youtube.com/watch?v=o0k1gCnSRCk

iPhone 12 Pro Max Unboxing, Setup and First Look - https://www.youtube.com/watch?v=FJN5ZXhfB3I

iOS 14.2 is Out! - What’s New? - https://www.youtube.com/watch?v=n46PQ-d5KB8

iPhone 12 Pro Review - The Good and The Bad (4K60 HDR) - https://www.youtube.com/watch?v=9kw7IeyPs1s

Apple MagSafe - Which Charger is Fastest - Speed Test - https://www.youtube.com/watch?v=woaWYdrih_M

iPhone 12 vs iPhone 12 Pro - Which Should You Choose? - https://www.youtube.com/watch?v=a28VFj1zGLA&t=1s

New iPad Air 2020 - Unboxing and Overview - https://www.youtube.com/watch?v=0wTgtWkoQr4&t=213s

How to Transfer Everything from Your Old iPhone to iPhone 12 and 12 Pro - https://www.youtube.com/watch?v=CKwcJiqAPHA

iPhone 12 Pro Unboxing, Setup and First Look - https://www.youtube.com/watch?v=7VI4I8Z4Ax0

iPhone 12 - Unboxing, Setup and First Look - https://www.youtube.com/watch?v=YH_DCqAmtxQ

iOS 14.1 is Out! - What’s New? - https://www.youtube.com/watch?v=18cBmvToLOg

iPhone 12 and iPhone 12 Pro Cases with MagSafe - Unboxing and Everything You Wanted To Know - https://www.youtube.com/watch?v=BUW1SdbKLhE

Apple MagSafe Charger - Unboxing and Everything You Wanted to Know - https://www.youtube.com/watch?v=i3HS54oAxbY

Apple Watch Series 6 Titanium Unboxing, Setup and First Look - https://www.youtube.com/watch?v=Q49OLi6AErA

Apple Watch Series 6 - Unboxing, Setup and First Look - https://www.youtube.com/watch?v=7uaGhhWkHlQ

How to Clean and Disinfect iPhone properly - https://www.youtube.com/watch?v=q7ubXTu4MO0

Which iPhone Should You Choose in 2020? - https://www.youtube.com/watch?v=Xv5XvBqBckY

5 AirPod Tips and Features You Might Not Know
https://www.youtube.com/watch?v=GzaDWMeg02A

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Support ZOLLOTECH on Amazon: http://amzn.to/2jxmglN

Music by Epidemic Sound - https://www.epidemicsound.com/track/zRMHCbIVlI

Outro Music: “Halos” by Yung Logos - Available in the YouTube Create Audio Library
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Wallpaper - https://bit.ly/3eagMIu
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Website - http://www.zollotech.com
Follow me on Twitter - http://www.twitter.com/zollotech
Facebook page - http://www.facebook.com/zollotech
Instagram - https://www.instagram.com/aaronzollo
Pinterest - https://www.pinterest.com/zollotech
Telegram - https://t.me/zollotechchat
Discord - https://discord.gg/J7DBww8
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[DISCLOSURES]

This post may contain affiliate links, which help Aaron / Zollotech with a commission if you make a purchase.

——Subscribe to stay up to date with the channel! ——
Subscribe - http://youtube.com/user/zollot....ech?sub_confirmation
Make sure to subscribe to the channel & select the bell push notifications (click the BELL icon next to the subscribe button) to be notified immediately when I release a new video.

If you watched this video and scrolled to the bottom and are reading this I would love to hear from you.

If you have any questions, give me a shout on social media & I'll try and answer all the questions you might have.

Thanks for watching and I’ll see you next time! - bsocially

How to Install iOS 15 Public Beta Without Computer/No Data Loss For FREE! bsocially 13 Views • 4 years ago

iOS 15 Public Beta Released ?! - How to Install Without Computer/No Data Loss For FREE!

https://beta.apple.com/

Apple Beta Software Program

Help make the next releases of iOS, iPadOS, macOS, tvOS and watchOS Apple's best yet. As a member of the Apple Beta Software Program, you can take part in shaping Apple software by test-driving pre-release versions and letting us know what you think.

How do you participate?
As a member of the Apple Beta Software Program, you’ll be able to enroll your devices to access the public betas and try out the latest features. You can provide feedback directly to Apple using the Feedback Assistant app.

For Business Inquiries & sponsorships
Name: Mohammed Bidiwala
email: mohammedbidiwala@icloud.com

Watch More Videos of mine:
Transfer videos/photos iphone to pc/pc to iphone free: https://www.youtube.com/watch?v=LHTqpranPxo
iPhone Battery Health: https://www.youtube.com/watch?v=i934paOuaso
Should you buy lens Protector for iPhone: https://www.youtube.com/watch?v=Y5MpN_54oEA
iPhone 12 Magsafe Review: https://www.youtube.com/watch?v=7RVfhc81CjI

Recommended iPhone Cases & Tempered Glass

Spigen Tempered Glass: https://amzn.to/3pZrxSm
ESR Tempered-Glass Screen Protector for iPhone: https://amzn.to/2PalTAs

I found ESR tempered glass better than spigen. But both are great screen protectors. The links i gave you is for iPhone 12 however these screen protectors can be bought for any iPhone.

Best Value screen tempered glass and case combo pack i have bought so far: https://amzn.to/3aq7APk

Ringke Clear: https://amzn.to/3r4sVUX - kindly note this case will turn yellow or any crystal case I use on my iPhone or recommend is going to turn yellow at some point
Ringke Fusion: https://amzn.to/3aY7yyR
Caseology : https://amzn.to/2MzC7Sm
Spigen Liquid Air Back: https://amzn.to/2ZXzMDS

Gears I Use

Main Camera: https://amzn.to/2LCvWvR
iPhone 12 Pro Max: https://amzn.to/35HJSfJ - I Use 128 GB pacific Blue

Main Mic Blue: https://amzn.to/32cBrqX

Lav Mic JBL: https://amzn.to/3cdzHS0

Tripod: https://amzn.to/359hdQr

Shotgun Mic which i use sometimes: https://amzn.to/32cBrqX

Lights: https://amzn.to/2Fd8UZF

Table Top Backdrop: https://amzn.to/3bES81e

——Subscribe to stay up to date with the channel! ——

I bring almost daily latest tech news, best tech news and lots of products reviews, comparison and unboxings.

Make sure to subscribe to the channel & press the bell icon to get notifications (click the BELL icon next to the subscribe button) to be notified immediately when I release a new video.

If you have any questions, comment down below and I will try to answer your queries.

Disclaimer:
The content in this video is strictly for educational and informational purposes only. This video or the other videos i make may have some slight mistakes hence viewers are recommended to always do their own research before buying any product. The video is just meant to share information. - bsocially