Machine Learning
Instead of Python or R, the course uses the open-source computer language Octave for the tasks. Although this may be a deal breaker for some, Octave is a simple way to master the fundamentals of machine learning if you're a complete novice.
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Batch Timing
- Regular: 2 Batches
- Weekends: 2 Batches
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About Machine Learning
Each algorithm's math is thoroughly explained, including some calculus explanations and a review of Linear Algebra. Although the Machine Learning Training in Kolkata is largely self-contained, prior knowledge in Linear Algebra is advantageous.
Learning at a deeper level that is, Deep Learning
The Python programming language and the TensorFlow neural network framework are used in each course's homework and lectures. This is a good follow-up to the Kolkata Machine Learning Training because you'll acquire the same technique but will now be exposed to Python.
To understand the approaches taught in this course, you should be familiar with Linear Algebra and Machine Learning in general.
Python for machine learning
Another set of beginning Machine Learning classes in Kolkata, this time with a focus on the most basic Machine Learning techniques. The instructor, slide animations, and algorithm explanations all work together to give you a thorough understanding of the principles. This Machine Learning course in Kolkata uses Python and focuses on the algorithms rather than the mathematics that underpins them. With each module, you'll have the option to open an interactive Jupyter notebook in your browser to put what you've learned into practice. Each notebook contains precise instructions for applying an algorithm to real-world data and reinforces your learning.
Specialization in Advanced Machine Learning
This is the second course in the Advanced Machine Learning series, which covers a wide range of topics. This Specialization is your ticket to a well-balanced and thorough online curriculum if you wish to explore as many Machine learning techniques as possible. The instruction in this Machine Learning course is excellent: it is well-presented and concise. It will require more math than any other course covered thus far due to its advanced nature. This is a wonderful alternative to round up your Machine learning expertise if you've already taken a basic course and covered linear algebra and calculus.
Many machine learning applications require a major percentage of what is given in this Specialization.
Our SevenMentor Machine Learning training in Kolkata is an advanced course with the most rigorous math requirements of any subject on this list. You'll need a solid grasp of Discrete Mathematics, Geometry, Mathematics, and programming to succeed. Despite the fact that neither language is taught, the course provides exciting programming assignments in Python or Octave.
Online Classes
Online Machine learning classes in Kolkata can be taken at any time the course is available. Various high-quality training facilities provide a variety of online courses. One such high-quality training center is Kolkata's SevenMentor Training Institute. Our firm is involved in a wide range of technical courses, including networking and software development. Students can learn the most up-to-date technical information and application techniques in this setting. Lab examinations aid students since they enable them to learn all of the subjects practically. Our instructors focus on the skills that must be learned. Trainers help students improve their skills and encourage them to succeed. For young graduates wishing to advance their professions, SevenMentor is the best-recommended training institute.
Course Eligibility
- Candidates Who Want to be a Data Scientist, Big Data Analysists, Analytics Manager/Professionals, Business Analyst, Developer
- Graduates who are looking to create a career in Data Science and Machine Learning
- Employees – Organization is getting to shift to Big data tools
- Mid-level Executives
- Managers with knowledge of basic programming
Syllabus of Machine Learning
- 1 Data Science>
- Introduction to Data Science
- Need for Business Analytics
- Data Science Life Cycle
- Different tools available for Data Science
- Pre-requisites of Data Science
- 2 R-Programming
- Introduction to R
- Installation of R
- Windows Installation
- Linux Installation
- Installation of R-Studio
- 2.1 Types of Variables
- Types of Operators
- Arithmetic Operators
- Logical Operators
- Relational Operators
- Membership Operators
- Special Operators
- If-else Flow Control
- Loops in R (While, For, Break, Next)
- Switch-Case
- 2.2 Types of Datatype
- Vectors
- Arrays
- List
- Matrices
- Factors
- Data Frames
- 2.3 Types of Loops
- For loop
- While Loop
- Nested Loops
- 2.4 Functions in R
- Function declaration with parameters
- Function declaration without parameters
- 2.5 R Data Interface
- Reading CSV files
- Reading XML files
- JSON files
- Scraping data from the Web
- SQL with R
- Databases with R
- 2.6 Data Visualization of R
- Pie Chart
- Bar graph
- Line Graph
- Scatter plot
- Stack Plot
- Box-Plot
- 2.7 Statistics in R
- Terminologies of Statistics
- Normal Distribution
- Binomial Distribution
- Regression Analysis
- Poisson Distribution
- Time-Series Analysis
- Chi-square Test Analysis
- Non-linear square analysis
- 2.8 Machine Learning in R
- What is Machine Learning ?
- Supervised Machine learning
- Unsupervised Machine learning
- Application of Machine Learning.
- AI vs Machine Learning
- Supervised Learning
- Classification algorithms
- Decision Tree
- Random Forest
- Naive-Bayes
- SVM Classifier
- Regression Learning
- Linear Regression
- Multiple Regression
- Logistic Regression
- Clustering
- K-means clustering
- K-nearest neighbour
- 2.7 Statistics in R
Trainer Profile of Machine Learning
Our Trainers explains concepts in very basic and easy to understand language, so the students can learn in a very effective way. We provide students, complete freedom to explore the subject. We teach you concepts based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates can learn in our one to one coaching sessions and are free to ask any questions at any time.
- Certified Professionals with more than 8+ Years of Experience
- Trained more than 2000+ students in a year
- Strong Theoretical & Practical Knowledge in their domains
- Expert level Subject Knowledge and fully up-to-date on real-world industry applications
Machine Learning Exams & Certification
SevenMentor Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.
Our certification at SevenMentor is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.
Proficiency After Training
- Expert in Machine learning, data analysis
- Able to work on statistical concepts using python or R
- Able to work with AI
- Have a good understanding of Data Science Algorithms
- Able to work on real-time projects with R studio
- Analyze several types of data using R
- Learn tools and techniques for Data Transformation
- Gain insights from Data and Visualize it
- Work with different file formats and types of data.
Key Features
Skill level
From Beginner to Expert
We are providing Training to the needs from Beginners level to Experts level.
Course Duration
12 weeks
Course will be 90 hrs to 110 hrs duration with real-time projects and covers both teaching and practical sessions.
Total Learners
2000+ Learners
Course will be 90 hrs to 110 hrs duration with real-time projects and covers both teaching and practical sessions.
Frequently Asked Questions
Batch Schedule
DATE | COURSE | TRAINING TYPE | BATCH | CITY | REGISTER |
---|---|---|---|---|---|
16/12/2024 |
Machine Learning |
Online | Regular Batch (Mon-Sat) | Kolkata | Book Now |
17/12/2024 |
Machine Learning |
Online | Regular Batch (Mon-Sat) | Kolkata | Book Now |
21/12/2024 |
Machine Learning |
Online | Weekend Batch (Sat-Sun) | Kolkata | Book Now |
21/12/2024 |
Machine Learning |
Online | Weekend Batch (Sat-Sun) | Kolkata | Book Now |
Students Reviews
The curriculum through the course was explained thoroughly.
- Rani Khotkar
The mentors are well-experienced and helped me a lot!
- Meena Tule
The course was very well made and explained the concepts well!
- Umesh Ranade
Course video & Images
Corporate Training
Professionals and employees can receive training in a variety of settings. Based on the job requirements, employees will study more technical topics. Corporate Machine Learning training in Kolkata is an important part of any employee's development. Professionals might increase their skill set by enrolling in a respected training programme. Both students and staff are educated at the SevenMentor training center. Employees are trained according to their availability. Exams and tests help professionals immerse themselves in the subject and obtain positive results. Within data science, there are various subtopics. Machine learning and other crucial parts of the course topic are covered in a Machine Learning course.
Our Placement Process
Eligibility Criteria
Placements Training
Interview Q & A
Resume Preparation
Aptitude Test
Mock Interviews
Scheduling Interviews
Job Placement
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