Artificial Intelligence & Machine Learning

Launch your career in artificial intelligence . Learn Python, construct a chatbot, explore computer vision and Combine the power of Data Science, Machine Learning and Deep Learning to make incredible AI for Real-World applications!

Advanced 5(4 Ratings) 65 Students enrolled English
Created by Nikhil .
Last updated Sat, 12-Feb-2022
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Course overview

This program will provide you with a firm comprehension of AI innovation, its applications, and its utilization cases. You will get comfortable with ideas and instruments like AI, information science, regular language handling, picture order, picture handling, IBM Watson AI administrations, OpenCV, and APIs. Regardless of whether you have no programming foundation, through this Professional Certificate, you will master down to earth Python abilities to configuration, fabricate, and send AI applications on the web. The courses will likewise empower you to apply pre-assembled AI smarts to your items and arrangements.

As opposed to making complex AI calculations and interfaces without any preparation, By the finish of this course, you will have finished a few ideas that exhibit capability in applying AI and building AI-fueled arrangements.

What will i learn?

  • Understand the meaning of AI, its applications and use cases, and clarify terms like AI, profound learning, and neural organizations comprehend the hypothesis behind Artificial Intelligence.
  • Solve Real World Problems with AI.
  • Q-Learning.
  • Profound Q-Learning.
  • Comprehend support learning on a specialized level.
Requirements
  • This course has been purely designed for Artificial Intelligence beginners.
  • No prior experience is necessary.
  • Laptop with stable internet connection.
  • Critical thinking upon the course content.
Curriculum for this course
38 Lessons 11:27:30 Hours
Introduction to Artificial Intelligence
5 Lessons 00:44:13 Hours
  • Introduction to AI
    00:05:43
  • Impact on AI
    00:09:30
  • Real time Examples on AI
    00:11:24
  • Artificial Intelligence, Machine Learning, Deep Learning
    00:09:53
  • Module and Package Imports
    00:07:43
Data, Information, Python Concepts and Machine Learning techniques.
15 Lessons 05:10:55 Hours
  • What is Data
    00:05:53
  • Types of Data
    00:19:51
  • Data vs Information
    00:03:56
  • Programming Languages
    00:12:25
  • Jupyter notebook
    00:07:24
  • Variables, Data types and Structures
    00:23:47
  • Functions
    00:10:46
  • Lists and Functions
    00:21:06
  • Operators
    00:26:03
  • Conditionals and Loops
    00:22:10
  • Dictionary Functions
    00:10:46
  • Classes and Objects
    00:39:43
  • Module and Package Imports
    00:07:43
  • Numpy Implementation
    00:37:46
  • Pandas Implementation
    01:01:36
Machine Learning
3 Lessons 01:44:21 Hours
  • Introduction to Machine Learning
    00:19:09
  • ML Pipeline - Titanic dataset, Get data, Data Cleaning, Data Splitting
    00:49:15
  • ML Pipeline - Training, Accuracy, Improvements.
    00:35:57
Linear regression, Logistic Regression, Deep Learning, Neural Networks, Computer vision, NLP
15 Lessons 03:48:01 Hours
  • Linear Regression
    00:29:36
  • Logistic Regression
    00:14:17
  • Deep Learning
    00:28:41
  • Neural Network
    00:11:43
  • Weights, Bias, Forward Propagation, and Backward Propagation
    00:17:40
  • Activation Functions
    00:07:36
  • Types of Neural Networks
    00:22:15
  • Computer Vision
    00:11:05
  • Pixel and channel
    00:12:16
  • Applications - Computer Vision
    00:25:57
  • NLP
    00:16:36
  • Terms of NLP
    00:04:57
  • Tokenization
    00:09:24
  • Normalization
    00:06:06
  • Stop words and Conclusion
    00:09:52
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About instructor

Nikhil .

41 Reviews | 304 Students | 17 Courses
Student feedback
5
4 Reviews
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Reviews

  • sravani gajjavalli
    it is very interesting and informative.
  • Likkitha Bomisetty
    The course was totally helpful, I feel glad that I've taken it.
  • Pabbathi Manoj Kumar Reddy
    The explanation is wonderful and the course is useful
  • Sasank Chowdary
₹ 9000 ₹ 7000
Includes: