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Data Science & Machine Learning
Quick Facts
| particular | details | ||||
|---|---|---|---|---|---|
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Medium of instructions
English
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Mode of learning
Virtual Classroom
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Mode of Delivery
Video and Text Based
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Learning efforts
12-18 Hours Per Week
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Course overview
The course is available in the English language only. The course will help the students to understand the concepts of machine learning, data analysis, Python, and data cleaning in a better way. The Data Science & Machine Learning training will include in total nine projects that students need to complete by the end of the course. The Data Science & Machine Learning certification will be awarded to the students at the end of the course based on their merits. Various tools like Tableau, Numpy, Pandas, and many more are included in the course. The entire Data Science & Machine Learning certification syllabus is prepared under the guidance of industry mentors.
The highlights
- Complete Data Science & Machine Learning online course
- Supported by industry mentors
- Accompanied by certifications
- Offered by Coding Ninjas
- Availability of the option of course extension
Program offerings
- Reading material
- Training
- Online lectures
- Placement assistance
- Mentor support
Course and certificate fees
Fees information
₹ 20,649 ₹29,499
- The Data Science & Machine Learning fees are according to the batches based on the monthly admissions. For more information visit the official course webpage.
Data Science & Machine Learning fee details
Plan | Amount in INR |
Basic | 29,499 |
| Standard | 37,110 |
| Pro | 49,499 |
| Premium | 57,110 |
Note: The course fee mentioned above is in the Hindi language and does not include the GST tax amounts. The 7-day refund policy is available for students if they wish to quit the course after enrollment.
certificate availability
Yes
certificate providing authority
Coding Ninjas
Who it is for
Following candidates can apply in the course -
The individual who holds passion in the field of data science and machine learning should opt for this online course.
Eligibility criteria
Work experience
No initial work experience is needed to apply in the Data Science & Machine Learning by Coding Ninjas.
Education
Primary background knowledge of programming and data structure’s implementation is required for enrolling in the Data Science & Machine Learning certification course.
Certification qualifying details
The Data Science & Machine Learning certification has two criteria. The certificate of completion is given to the candidates who score 60% and pass the course whereas the certificate of excellence is given to those candidates who score 90% or above in the course.
What you will learn
Data science knowledge
Knowledge of python
Sql knowledge
After the completion of the Data Science & Machine Learning programme, the candidate will learn the following skills and concepts -
- The course could initially focus on the latest advancements in the field of deep learning by making students focused on several projects.
- The students will gain an understanding of utilization, data visualisation, machine learning algorithms that make them more about the advanced technologies.
- The theory begins with the fundamentals of the data structure that will help the students throughout the course.
- Different languages will be taught to the students including Python and advanced Python.
The syllabus
Data Structures and Algorithms
Introduction to Programming
Data Structures & Algorithms
Data Structures & Algorithms
- Problem Solving Techniques
- Object Oriented Programming
- Linear Data Structures
- Trees
- Advanced Data Structures
- Dynamic Programming
Data Science & Machine Learning
Data Science
- Introduction
- Conditional Statements and Loops
- Programming Basics
- Data Types
- Data Manipulation
- Structured Query Language [SQL]
- Application Programming Interface[API]
- Web Scraping
- Data Visualisation
- Statistics
Class 13 to 16
Machine Learning
- Introduction
- Linear and Logistic Regression
- Decision Trees and Random Forests
- Naive Bayes
- KNN and SVM
- Principal Component Analysis
- Natural Language Processing
- Neural Networks
- TensorFlow and Keras
- Deep Learning Algorithms
- Unsupervised Learning
Projects
- Case study - Indian startups
- Web scraping: InstaBot
- Zomato API
- Decision tree implementation
- Cifar10
- Text classification
- Twitter sentiment analysis
- Music note generation and others
- Image caption generator
Admission details
The process to register in the Data Science & Machine Learning online course is as follows:
Step 1: Initially, visit the home page of the course to attain complete information about the course on https://www.codingninjas.com/data-science-course
Step 2: Tap on the option “try for free” or “enrol now”.
Step 3: For the enrol now option, first do a login with a registered account.
Step 4: The next step is to make the payment for the course, pay the initial amount.
Step 5: For a free option, take the trial and afterwards at the end of the trial pay the fee amount.
Step 6: Registration is done.
Evaluation process
To obtain a certificate in the end, the candidate needs to complete and submit the assignments and projects on time.
How it helps
The course offers various Data Science & Machine Learning certification benefits in terms of academics and placements too. The course follows the syllabus structure that is designed under the guidance of industry mentors that will initially focus on the latest advancements in technologies and on the second hand it provides the placement support in terms of guidance and assistance to the successfully 90% scored students that will help them to get job placements more easily.
FAQs
Who can avail of the placement advantage offered by Coding Ninjas for this course?
The candidate who passed the course with 90% or above can avail of the benefits of the placement.
What kind of background knowledge is required for the course?
The fundamental knowledge of data structures and programming is required for the course.
Who can apply to the Data Science & Machine Learning certification course?
Those who have a passion for the field of machine learning and data science can apply in the course.
Is there an availability of the course pause option?
Yes, due to the Corona pandemic, the course pause option is there where students can restrict their enrollment and can begin after some time. The course pause option is available for a maximum of 60 days duration.
Does the course provide the certification at the end?
Yes, the course will provide the certification at the end according to the score and merit of the candidate.
How many projects will be included in the Data Science & Machine Learning certification syllabus?
A total of nine projects will be included in the syllabus structure of the course.
Can fees be paid into instalments?
No, a one-time payment is allowed for the course fee.
What’s the maximum duration of the programme?
The candidate can complete the course in six to eight-month as per his or her availability.
What’s the main certification benefit of this particular course?
The main Data Science & Machine Learning certification benefit is the placement support that Coding Ninjas offers to the students who completed the course.
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