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Fast track to ML, Data Science and Steganography

Standard measures / metrics of ML, Data Science & Steganography
Rating: 3.8 out of 53.8 (133 ratings)
22,865 students
Created by Dipnarayan Das
Last updated 6/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • General / Statistical Measures
  • Data Science measures / metrics
  • Machine Learning measures / metrics
  • Steganography measures / metrics

Requirements

  • For Machine Learning metrices basics of ML should be cleared
  • For Steganography, basic Cryptography and Image Processing should be known

Description

Guide:

Aanchal Singhal

This is a brand new Machine Learning, Data Science, and Steganography based course updated with the latest trends and skills!


This is the first course in Udemy which will provide you detailed information about Steganography.

The topics covered in this course are:

- General / Statistical Measures

- Data Science Measures

- Machine Learning Measures / Performance metrics

- Steganography Measures / Metrics


Like every presentation need the final touch, this course will cover your gaps in Data Science, Machine Learning, and also in the newly trending topic Steganography. By the end of this course, you can be a Machine Learning, Data Scientist, Steganography expert, and can be get hired at large companies. This course will straight forward deliver rich information to users. Whether you are new to programming, or want to level up your Data Science skills, or are coming from a different industry, this course is for you. Machine Learning has applications in Business Marketing and Finance, Healthcare, Cybersecurity, Retail, Transportation and Logistics, Agriculture, Internet of Things, Gaming and Entertainment, Patient Diagnosis, Fraud Detection, Anomaly Detection in Manufacturing, Government, Academia/Research, Recommendation Systems and so much more. The skills learned in this course are going to give you a lot of options for your career.


See you inside the course!

Who this course is for:

  • Data Science Enthusiast
  • Machine Learning Enthusiast
  • Image Processing Enthusiast
  • Cryptography Enthusiast
  • Statistics enthusiast

Course content

6 sections • 45 lectures • 38m total length

  • Preview01:16
  • Preview00:20

  • General / Statistical Measure's Index
    00:26
  • Confusion Matrix
    03:32
  • Sensitivity
    00:26
  • Precision
    00:21
  • Specificity
    00:35
  • PPV & NPV
    00:33
  • Fall out
    00:26
  • FDR
    01:26
  • Miss Rate
    00:24
  • Accuracy
    00:28
  • F-score
    02:58
  • Centrality measure
    00:17
  • Mean
    00:56
  • Median
    00:56
  • Mode
    00:27
  • Spread / Dispersion Measure
    00:31
  • Range
    00:38
  • Variance
    00:57
  • Standard Deviation
    00:46

  • Data Science Measure's Index
    00:20
  • Grouping
    00:29
  • Cross tab
    00:42
  • Pivot table
    00:36
  • Imputation
    01:44
  • Data filling Algorithm
    00:20
  • Outlier Detection
    01:35

  • Machine Learning Measure's Index
    00:17
  • MCC
    01:15
  • Box plot
    00:51
  • Radar plot
    00:21
  • ROC-AUC
    02:54

  • Steganography Measure's Index
    00:11
  • Histogram
    00:29
  • MSE
    01:04
  • PSNR
    01:22
  • SSIM
    01:17
  • Chi-square
    00:37
  • RS Analysis
    00:36
  • StegExpose
    00:43
  • Embedded Capacity
    00:18
  • FOBP
    00:36
  • Bit Rate
    00:22

  • Conclusion
    01:13

Instructor

Dipnarayan Das
Full Stack Developer. Researcher
Dipnarayan Das
  • 3.6 Instructor Rating
  • 210 Reviews
  • 33,748 Students
  • 3 Courses

Hello, my name is Dipnarayan Das. I am a Computer Science Engineer and a Researcher, published many research papers in popular platforms like Elsevier, Springer, IETE, and so on. I will likely assistance you effectively accomplish your objectives and targets, regardless of whether that implies upgrading your current range of abilities, gain efficiency at the working environment, separate yourself, learning the new specialized aptitudes that are required to improve your profession. I generally attempt to make courses shorter and informative to save your time.


In the course of the most recent 4 years, I have obtained significant skills and experience that permits me to furnish you with an extraordinary learning experience. I have various specialized IT and engineer accreditations and accomplished numerous national honours.


My research interests are Embedded Systems, Machine Learning, Data Science, Cryptography and so forth.


As my student, you are my top priority. The entirety of my courses are intended to take into account guarantee a wide assortment of crowd. For instance, if something stays indistinct to you, or you need assistance understanding anything inside my course, simply send me a message and I will be glad to invest somebody one-on-one time with you so as to explain and give answers to your inquiries. This is to guarantee you learn better and hold the information. My courses will help you gain real-world skills and knowledge and change your life.


Much obliged to you for your enthusiasm for my courses, and in me as an instructor, I look forward to seeing you in one of my lectures very soon.


Best Regards,

Dipnarayan Das

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