About Event

The participants will be trained on Artificial Intelligence using python and Machine learning which will provide them the ability to apply AI in any platform which will make them to get practical knowledge in solving various real time problems.

Artificial Intelligence with Machine Learning Course Syllabus:
1. What is Machine Learning
2. Crash Course of Python Programming
3. Getting Started with Linux environment
4. Computer vision and image processing basics
a. Loading, Displaying and saving Images.
b. Drawing Operations.
c. Basic Image Processing
d. Kernals
e. Morphological Operations
f. Smoothing & blurring
g. Thresholding
h. Gradient &Edge Detection
i. Contours
j. Histograms
5. Image descriptors
a. Color Channel Statistics
b. Color Histograms
c. Haralick Texture
d. Local Binary Patterns
e. HOG
f. Key Point detection
6. Image classification and machine learning algorithms
a. K-Nearest Neighbors
b. Logistic Regression
c. Support Vector Machines
d. Decision Trees
e. Random Forest
f. K means Clustering
7. Computer Vision cases studies
I. Object tracking in video
II. Human detection
III. Face detection and recognition
IV. Plant classification
V. Distance measurement
VI. Drowsiness Detection
VII. OCR
VIII. Automatic License Plate Detection
IX. Sound Analysis
X. And much more…
Please Note : Maximum Case studies will be covered based on the time
availability
DURATION : 3 DAYS