Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Course Overview
Machine Learning is a branch of computer science that employs quantitative methods to enable computers to learn from data without even being programmed explicitly. The Machine Learning with Python online course introduces students to several types of algorithms used in machine learning, such as reinforcement, supervised and unsupervised learning methods.
This Machine Learning with Python training provides students with the required knowledge and hands-on experience in areas such as dimensional reduction, data pre-processing, machine learning, and model assessment techniques such as clustering, regression, decision trees, Naive Bayes, random forest, and Q-Learning.
This Machine Learning with Python syllabus is developed in conjunction with academics and AI industry specialists to retool and reskill working professionals in the Artificial Intelligence sector. Senior Faculty-Led Courses: hands-on experience and Live-interactive online classes are available. The material and structure of the program are developed in conjunction with professors and industry professionals.
The Highlights
- 2 Industry Projects
- 50 Hours of Learning
- Course provider Vitti AI
- Instructor-Led Sessions
- 6 Interactive Live Modules
- Project-based Learning
- Offered by IIIT Bhagalpur
Programme Offerings
- online learning
- Learning Management System
- Projects
- assignments
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIIT Bhagalpur |
Machine Learning with Python Fees
Course Fee | Rs. 35,000 + GST |
Eligibility Criteria
Bachelor's degree from a recognized university with at least 50% in aggregate or equivalent marks, preferably in Computer Science or Science.
Certification Qualifying Details
Candidates will get the Machine Learning with Python certification after completing the online course from IIIT Bhagalpur, including all assignments, projects, and class activities.
What you will learn
After the completion of Machine Learning with Python online training, students will learn to utilize analytics to extract meaningful insights from the data, as well as how to evaluate and display large sets of data to aid the company's progress. Trainees will also get the required python and data analytics foundations to confidently move further.
Who it is for
Marketing & Sales Representatives, Freshers, Engineers, Domain Experts, Software & IT Professionals who want to become Data Scientist, Data Engineer, Data Analyst, Machine Learning Engineer, Decision Scientist, Product Analyst will be benefited from the Machine Learning with Python course.
Admission Details
To Enrol in the Machine Learning with Python online training, follow the steps procedure given below :
Step 1. Open the Machine Learning with Python course page by following the URL below.
(https://www.vittiai.com/course/machine-learning-with-python)
Step 2. To proceed, click the ‘Pay Now' option.
Step 3. Fill in the needed information and click the "Submit" button.
Step 4. After you pay the course cost, you will receive credentials through email.
Step 5. Start learning by logging in with your credentials.
The Syllabus
- Machine Learning Categories
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Frameworks for Building Machine Learning Systems
- Machine Learning Python Packages
- NumPy
- Pandas
- Matplotlib
- Machine Learning Core Libraries
- Dealing with Missing Data
- Handling Categorical Data
- Normalizing Data
- Feature Construction or Generation
- Exploratory Data Analysis
- Univariate Analysis
- Multivariate Analysis
- Classification
- Collecting, preparing and exploring the data
- Regression
- Multivariate regression
- KNN algorithm
- Classification using Decision Trees and rules
- The naïve Bayes classification
- Preparing and exploring data
- Training a model on the data
- Evaluating the model performance
- Logistic Regression
- Support Vector Machine
- Artificial Neural Network
- Clustering as a machine learning task
- Hierarchical Clustering
- K-means
- Finding Value of k
- Principal Component Analysis (PCA)
- Hidden Markov Model
- Architecture of CNN
- Types of layers in CNN
- Building an image classifier using CNN
- Deep Learning with CNN
Instructors
IIIT Bhagalpur Frequently Asked Questions (FAQ's)
Machine Learning with Python training consumes 4 hours per week.
Limited 50 students enrol in a single batch of Machine Learning with Python online courses.
The course provider of the Machine Learning with Python course is Vitti AI.
The LMS of Vitti AI provides Machine Learning with Python recorded lectures.
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