Post Graduate Program in Artificial Intelligence & Machine Learning by Careerera: Fee, Duration, How to Apply

Quick Facts

particular	details
Medium of instructions English	Mode of learning Self study, Virtual Classroom	Mode of Delivery Video and Text Based

Course overview

Artificial intelligence is arguably the most well-known term in public usage, and it has its roots in the field of computer science. This Post Graduate Program in Artificial Intelligence & Machine Learning online course offered by Careerera will teach students about a branch of computer science in which computer programmers seek to imbue robots with human-like intelligence.

Post Graduate Program in Artificial Intelligence & Machine Learning training will enable programmers to teach computers to comprehend complicated relationships, understand them properly, and make practical judgments based on those calculations. The program is well-designed and aimed at students of all skill levels, from total novices to experts with past experience.

The Post Graduate Program in Artificial Intelligence & Machine Learning syllabus covers various topics such as Data wrangling, Data preprocessing, Typecasting, Time series modeling, Labor hours comparison, Text mining, Lemmatization, Removal of non-stationarity, Rendering syntax trees, chunk parsing, and structuring sentences with chunking, Context-free grammar, etc.

Course and certificate fees

Fees information

$ 1,099 $1,299

The fees for the course Post Graduate Program in Artificial Intelligence and Machine Learning is -

Head	Amount
Course fees	$1299.00
Discounted fees	$1099.00

certificate availability

Yes

certificate providing authority

Careerera

Who it is for

Ai developer Robotics engineer Data analyst Data scientist

The Post Graduate Program in Artificial Intelligence & Machine Learning course will be beneficial to Big data engineers, Research scientists, Robotics engineers, Data scientists, Product managers, Data analysts, Business intelligence developers, AI developers, ML engineers, etc.

Eligibility criteria

For college students or fresh graduates

A degree in IT, BCA, MCA, B.Tech/M.Tech (Any Trade) or B.Sc.

For working professionals

1+ years of professional experience in any programming language.

Certification Qualifying Details

To be eligible for the Post Graduate Program in Artificial Intelligence & Machine Learning certification, applicants must complete a Careerera Certification Exam.

What you will learn

Machine learning Knowledge of artificial intelligence

After completing the Post Graduate Program in Artificial Intelligence & Machine Learning online training, Candidates will comprehend the key ideas and important issues for Machine Learning and Artificial Intelligence. Candidates will acquire the knowledge and expertise necessary to practice problem-solving methods in AI and ML technology. Learners will also enhance the capacity to address business challenges autonomously with AI & ML.

The syllabus

Foundations

Python for AI & ML

Python Basics
Python Functions and Packages
Working with Data Structures, Arrays, Vectors & Data Frames
Jupyter Notebook – Installation & function
Pandas, NumPy, Matplotlib, Seaborn

Applied Statistics

Descriptive Statistics
Probability & Conditional Probability
Hypothesis Testing
Inferential Statistics
Probability Distributions

Machine Learning

Supervised learning

Linear Regression
Multiple Variable Linear Regression
Logistic Regression
Naive Bayes Classifiers
K-NN Classification
Support Vector Machines

Unsupervised learning

K-means Clustering
Hierarchical Clustering
Dimension Reduction-PCA

Ensemble Techniques

Decision Trees
Bagging
Random Forests
Boosting

Recommendation Systems

Introduction to Recommendation Systems
Popularity based model
Content based RecommendationSystem
Collaborative Filtering (User similarity & Item similarity)
Hybrid Models

Artificial Intelligence

Introduction to Neural Networks and Deep Learning

Introduction to Perceptron & Neural Networks
Activation and Loss functions
Gradient Descent
Batch Normalization
TensorFlow & Keras for Neural Networks
Hyper Parameter Tuning
Sequential Models and NLP

Introduction to Sequential data

RNNs and its mechanisms
Vanishing & Exploding gradients in RNNs
LSTMs - Long short-term memory
GRUs - Gated recurrent unit
LSTMs Applications
Time series analysis
LSTMs with attention mechanism
Neural Machine Translation
Advanced Language Models: Transformers, BERT, XLNet Computer vision

Introduction to Convolutional Neural Networks Convolution, Pooling

Padding & its mechanisms Forward Propagation & Backpropagation for CNNs
CNN architectures like AlexNet, VGGNet, InceptionNet & ResNet
Transfer Learning NLP Basics(Natural Language Processing)
Introduction to NLP Stop Words Tokenization Stemming and lemmatization Bag of Words Model Word Vectorizer TF-IDF POS Tagging Named Entity Recognition
Advanced Computer Vision Object Detection YOLO, R-CNN,
SSD Semantic Segmentation U-Net Face Recognition using Siamese Networks Instance Segmentation Introduction to GANs (Generative adversarial networks)

Introduction to GANs -Generative Networks Adversarial Networks

How GANs work?
DCGANs - Deep Convolution GANs

Applications of GANs

Introduction to Reinforcement Learning (RL) RL Framework Component of RL Framework Examples of RL Systems Types of RL Systems Q-learning
Languages and Tools-
- Python
- Python ML library
- Scikit-learn
- NLP library
- NLTK
- Keras
- Pandas
- Numpy
- Scipy
- Matplotlib
- TensorFlow

Admission details

To get admission to the Post Graduate Program in Artificial Intelligence & Machine Learning online training, follow the steps mentioned below:

Step 1. Follow the link given below to visit the official Careerera course page.

(https://www.careerera.com/artificial-intelligence-and-machine-learning/post-graduate-program-in-artificial-intelligence-machine-learning/)

Step 2. You can select your batch by selecting the 'Upcoming Batches' button.

Step 3. To begin the enrollment process, click the 'Enroll Now' button.

Step 4. Fill out the necessary information and send the necessary documents.

Step 5. Pay the course fee and begin studying on the designated day.

How it helps

Candidates pursuing Post Graduate Program in Artificial Intelligence & Machine Learning training will be benefited in the following ways:

Learn how to create apps using popular AI and ML tools such as Tensor Flow, Python, and Keras.
Create a validated portfolio with 12+ projects to show off the new abilities you've learned.
Develop AI and machine learning abilities, which are fast becoming the most in-demand skills throughout the world.

FAQs

Is there any exam to qualify for the Post Graduate Program in Artificial Intelligence & Machine Learning certification?

Yes, candidates will have to pass an exam conducted by Careerera to qualify for the Post Graduate Program in Artificial Intelligence & Machine Learning certification.

What are the career scopes after completing the Post Graduate Program in Artificial Intelligence & Machine Learning online course?

There are various career scopes such as Data scientist, Robotics scientist, AI & ML engineer, and more after completing the Post Graduate Program in Artificial Intelligence & Machine Learning online course.