Certificate in Artificial Intelligence and Deep learning using Python
Designed to equip participants with practical AI and deep learning skills using python, tailored for professionals and enthusiasts.
Beginner
Online
40 Hours
52,000 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Certificate in Artificial Intelligence and Deep learning using Python course is being offered by Amity Online in collaboration with KPMG. This Certificate in Artificial Intelligence and Deep learning using Python course has been crafted for individuals seeking to upskill in modern AI technologies from machine learning and neural networks to computer vision and natural-language-processing. This Certificate in Artificial Intelligence and Deep learning using Python course is structured with flexible, self-paced modules, allowing working professionals or freshers to learn without disrupting their careers. Real-world projects and hands-on exercises ensure that the learning is practical and application-oriented.
The Highlights
- 40 hours duration
- Beginner friendly course
- Opportunities for internship
- Flexible learning
- Learning advanced tools
Programme Offerings
- 40 hour duration
- Internship
- Beginner level
- Real-World Projects
- Six modules
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Amity Online |
The fees for the Certificate in Artificial Intelligence and Deep learning using Python course is
Fees components | Amount |
Original fees | Rs. 52,000 |
Discounted fees | Rs. 30,000 |
Eligibility Criteria
Having a basic knowledge of Python programming can be useful for the participants while enrolling for this course.
What you will learn
In this certification the participants will gain the expertise to design, implement and deploy AI and deep learning solutions using python and relevant libraries. The participants will learn how machine-learning pipelines work from data preparation to training supervised models and then progress to more advanced architectures such as artificial neural networks and convolutional networks that drive computer vision applications.
Who it is for
The target audience for the Certificate in Artificial Intelligence and Deep learning using Python course includes:
Admission Details
The admission procedure for Certificate in Artificial Intelligence and Deep learning using Python course are:
Step 1: The participants must visit the official course URL - https://amityonline.com/certifications/artificial-intelligence-and-deep-learning-using-python
Step 2: Click on the “Enroll Now” option and fill the details asked.
Step 3: Once all the details are filled, then participants will receive an OTP.
Step 4: Once entered the OTP, they are expected to opt for payment of the certificate through any available online method. The candidate can click on the “Pay Now” option.
Step 5: One the fees is submitted, then the participants can start with this Certificate in Artificial Intelligence and Deep learning using Python course.
The Syllabus
- Data Preprocessing
- Data Transformation
- Data Reduction
- Data Wrangling and Manipulation for Machine Learning
- Feature Scaling
- Categorical Conversions
- Introduction to Machine Learning
- Simple Linear Regression
- Machine Learning Basics
- Multiple Linear Regression
- Ridge and Lasso Regression
- Logistic Regression
- Introduction to AI
- Introduction to TensorFlow
- Working of TensorFlow
- TensorFlow Calculations
- Automatic Differentiation
- Introduction to Neural Networks
- Introduction to Activation Functions
- Activation Functions
- Loss Functions
- Artificial Neural Networks (ANN)
- Gradient Descent
- Stochastic Gradient Descent
- Evaluation Method – Classification
- Regression in ANN
- Classification in ANN
- Early Stopping
- Perceptron Models
- Introduction to CNN
- Building CNN
- CNN Models
- Image Classification in CNN
- CNN Model Building in Python
- Introduction to NLP and NLU
- Bag of Words and NLP Processing
- DTM (Document-Term Matrix)
- N-gram Analysis
- TF-IDF (Term Frequency-Inverse
- Document Frequency)
- Library Installation and NLP Text
- Preprocessing
- Sentiment Analysis
- POS Tagging
- Introduction to RNN and LSTM
- Vanishing Gradient Problem
- RNN Text Analytics
- LSTM (Long Short-Term Memory)
- Introduction to Computer Vision
- Image Representation
- Black and White Conversion
- Working of Computer Vision
- Edge Detection Filters
- Simple Thresholding and Adaptive
- Thresholding
- Face and Eye Detection using Haar
- Cascade Classifier
- Object Detection using SSD
- Video Analysis in Python
Instructors
Amity Online Frequently Asked Questions (FAQ's)
The duration of this Certificate in Artificial Intelligence and Deep learning using Python course is 40 hours.
Yes, this Certificate in Artificial Intelligence and Deep learning using Python course is suitable for beginners.
Yes, this Certificate in Artificial Intelligence and Deep learning using Python course is entirely online through recorded lectures and live sessions.
KPMG is the collaborator for this Certificate in Artificial Intelligence and Deep learning using Python course.
Though this Certificate in Artificial Intelligence and Deep learning using Python course is for beginners but having an understanding of python programming is useful.