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Data Science & Machine Learning Course
Advance in data analysis and statistics with this certificate programme on Ninja Data Scientist Career Track by Coding Ninjas.
Beginner
Online
9 Months
₹ 23,599 29,499
Inclusive of GST
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
|
Mode of Delivery
Video and Text Based
|
Course overview
The Data Science & Machine Learning Course by Coding Ninjas is a specialised programme that is designated to begin your career as a data scientist. The candidates enrolling need to have a passion for coding and an analytical aptitude to enroll. The Ninja Data Scientist Career Track certification syllabus is planned as an 8 to 12-month coursework that provides a verified certificate with 9 projects and live mentorship. Ninja Data Scientist Career Track is taught to the candidates in English language and the candidates will be able to benefit from placement assistance and pause features with more than 120 hours of video content.
Data Science & Machine Learning online course is ideal for students who want to learn how to source, manipulate and visualise data with the help of Python and its libraries. The course will also allow applicants to build and redefine their machine learning skills by studying topics such as Trees, Neutral Networks and Statistics. By taking up the course on Ninja Data Scientist Career Track, students have the opportunity to practice approximately 300 coding programmes and also understand the concept of data structure and algorithms.
The highlights
- 8 to 12-month course duration
- Empowered faculty
- Verified credential
- 15-day course extension option
- 9 projects
- Placement assistance
- 120+ hours of video content
- Placement assistance
- Interactive classroom
- Live mentor support
- 60 day course pause feature
- English language for course instruction
Program offerings
- Live mentor support
- Classroom assistance
- Mentor support
- Video content
- Assignments
- Interactive classroom tools
- Placement assistance
- Projects
Course and certificate fees
Fees information
The Data Science & Machine Learning Course fee varies as per the time of joining the course, there is four Basic, Standard, Pro, and Premium payment option available to join this programme.
Data Science & Machine Learning Course fee
Batch time | Amount in INR |
Basic | Rs. 23,599/- |
Standard | Rs. 29,688/- |
Pro | Rs. 39,598/- |
Premium | Rs. 45,687/- |
certificate availability
certificate providing authority
Eligibility criteria
The Ninja Data Scientist Career Track online course will require the candidates to have a passion and well-developed aptitude for coding.
Certification Qualification Details
The Ninja Data Scientist Career Track class course contains numerous requirements that must be met during the course, and the applicant must get a grade of 60% to receive a certificate of completion.
What you will learn
The Data Science & Machine Learning programme is planned for the following:
- Learn the fundamentals of Python language with loops, conditions, operators and patterns.
- The course will advance into Python programming with strings, sorting, searching, functions and variables.
- Learn about OOPS, Linked lists, Recursion, and data structures with trees.
- Learn about algorithms with dynamic programming, files, datasets with NumPy and Pandas.
- Learn visualisation techniques with Matplotlib function, relational databases and SQL along with ideas to index and fetch a relational database.
- Learn about API requests, Tableau, hypothesis testing, statistics, machine learning, algorithms and logical regression.
- Learn into supervised learning, deep learning and neural networks.
- Learn the concepts of flat, clustering, and hierarchical concepts.
Who it is for
The Data Science & Machine Learning programme is for the following
Candidates who wish to start their careers as data scientists to interpret complex data and make strategic decisions for the business.
Admission details
Filling the form
The following procedures must be taken in order to apply for the Ninja Data Scientist Career Track certification.
Step 1: The first step is that the candidate must first access the programme website and begin.
Step 2: The candidate must select English as the language of instruction (the default).
Step 3: Choose any of the available enrollment months and click the "Enrol Now" button.
Step 4: Complete all registration information and pay the seminar price.
The syllabus
Class 1-5 (Lap 1)
Class 6-11
- Arrays and lists
- Functions, variables, and their scope
- Strings
- Searching and sorting
- Time and space complexity
- Two dimensional lists
Class 12-16
- OOPS - 2
- Recursion 2
- OOPS - 1
- Linked list 2
- Recursion 1
- Linked list 1
- Recursion 3
Class 17-20
- Stacks & queues
- Trees
- Binary trees
- BST
Class 21-24
- Tries and Huffman coding
- Priority queues/heaps
- Graphs
- Dynamic programming
Class 25-32 (Lap 2: DS & ML)
- Tuples, dictionaries and sets
- Python libraries
- Working with files
- Data science introduction
- Patterns
- Pandas
- NumPy
- Conditionals and loops
- Introduction to python
Class 33- 38
- Basic SQL
- Project: a case study
- Plotting graphs using matplotlib
- More on loops
- Indexing and SQLite with python
- Tuples, dictionaries and sets
- Advance SQL
- Strings, lists & 2D lists
Class 39 - 43
- OAuth - API authentication
- APIs
- Web scraping - 1
- Using APIs (Zomato)
- Using web scraping (BookMyShow)
- Web scraping - 2
Class 44 - 48
- Seaborn - 2
- Seaborn - 1
- Advance tableau
- Basic tableau
- Hypothesis testing
- Web scraping - advanced selenium
Class 49 - 52
- Data cleaning - 2
- Data cleaning - 1
- Project: Instabot (Instagram Bot)
- Statistics - 2
- Statistics - 1
Class 53 to 56
- Linear regression
- Introduction to machine learning
- Feature scaling
- Multivariable regression and gradient descent
- Logistic regression
- Project: gradient descent
- Classification measures
- Project : logistic regression
Class 57 to 61
- Decision trees - 2
- Random forests
- Project : decision tree implementation
- Decision trees - 1
- Project: text classification
- Naive bayes
- SVM
- K nearest neighbours
Class 62 to 65
- PCA - 2
- PCA - 1
- NLP - 1
- Project: Cifar10
- Project - Twitter sentiment analysis
- NLP - 2
Class 66 to 69
- Neural Networks - 2
- Neural Networks - 1
- Keras
- Tensor Flow
Class 70 to 73
- CNN - 1
- CNN - 2
- RNN
- LSTM
Class 74 to 77
- Clustering - Flat and Hierarchical
- Git
- Introduction to Unsupervised Learning
- K-Medoids
- KMeans
Projects
- Case study - Indian startups
- Zomato API
- Scrape BookMyShow
- Decision tree implementation
- Text classification
- House price prediction
- Twitter sentiment analysis
- Image caption generator
- Music note generation and others
Scholarship Details
The Ninja Data Scientist Career Track certification provides a no-cost EMI option for students securing loans.
How it helps
The student of the Ninja Data Scientist Career Track programme has a well-developed syllabus from well-renowned faculty members. The three instructors are highly esteemed from well-reputed institutions and the verified certificate carries their signature acting as a well-accredited credential. Since the introduction and growth of big data in business areas.
Ninja Data Scientist Career Track has risen to be in high demand and the certification programme will help in securing a very high-paying career in prospective companies. The Certified by Coding Ninjas tag will be added to the candidate's application, and your profile will appear higher in recruiter search results. The candidates will also be able to add this credential to the person’s resume or CV which adds the much-required weightage to the profile.
FAQs
Ninja Data Scientist Career Track certification is taught in the English medium of instruction.
Ninja Data Scientist Career Track certification benefits the candidate who has the option to pause and restart the programme for 60 days in order to transition between semester or college tests.
The Ninja Data Scientist Career Track certification has been planned with a schedule of 8 to 10 months.
The faculty members of this programme are graduates of famous institutions such as Stanford, IITs, and other universities.
The Ninja Data Scientist Career Track online course will be able to explore a world of possibility in the field of data science.
The Ninja Data Scientist Career Track programme has projects ranging from text classification, Indian startups, Zomato API, and Twitter API sentiment analysis.
Mentors are allocated to groups of students with whom they may engage via live chats and video sessions for assistance and clarification of their questions.
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