Machine learning Masterclass

ML800x420
17
Apr

Duration:

8 days or  60 hours

Objective:

To understand the core concepts of Machine learning & AI and on how to employ gained skill in industry real time application.

prerequisites:

Some basic programming skills, Algorithms understanding, exploratory skills

Detailed Coverage:

  1. What is Machine Learning
  2. Crash Course of Python Programming
  3. Computer vision and image processing basics
    • Loading, Displaying and saving Images.
    • Drawing Operations.
    • Basic Image Processing
    • Kernals
    • Morphological Operations
    • Smoothing & blurring
    • Thresholding
    • Gradient &Edge Detection
    • Contours
    • Histograms
  4. Image descriptors
    • Color Channel Statistics
    • Color Histograms
    • Haralick Texture
    • Local Binary Patterns
    • HOG
    • Key Point detection
  5. Image classification and machine learning algorithms
    • K-Nearest Neighbors
    • Logistic Regression
    • Support Vector Machines
    • Decision Trees
    • Random Forest
    • K means Clustering
  6. Computer Vision cases studies
  • Object tracking in video
  • Human detection
  • Face detection and recognition
  • Plant classification
  • Distance measurement
  • Drowsiness Detection
  • OCR
  • Automatic License Plate Detection
  • Sound Analysis

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Course Content

Time: 3 days

Curriculum is empty

Instructor

4.7

3 rating

5 stars
67%
4 stars
33%
3 stars
0%
2 stars
0%
1 star
0%
  • Suresh S

    The course was a great opportunity to focus on the skills needed to be effective

    The class was effective and useful in my current research, and it has been exceptionally helpful in several developmental projects I have been planning. In the end, this course saved me lots of time I would have wasted looking for the right way to implement my code.
  • Aravind S

    A very valuable course – thoroughly relevant to my skillset’s and I have already seen the benefits from it

    Overall it was a great course... The instructor was exceptionally good at explaining things and answering questions as well as working through student suggestions and helping us step through something would or would not actually work.
  • Manu R

    A thoroughly worthwhile and enjoyable course which will be of great use professionally

    I have taken many classes over the years by private companies. This was by far one of the best. Great content, great instructor and great demos. The #1 most important things is, when hosting a class is the expertise of the instructor
Free

Customized, Immersive, Hands-On Driven

Includes

  • Real time virtual classes
  • Pre course reading material
  • Suppliment resources
  • Language: English
  • Certificate of completion

Enroll Now

Your Dream Course Is Only A Step Away




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Your Dream Course Is Only A Step Away




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Your Dream Course Is Only A Step Away




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