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Best Machine Learning Training in Noida & Best Machine Learning Training Institute in Noida
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Join Best Machine Learning Training in Noida, Machine Learning Course in Noida, Machine Learning Institute in Noida
APTRON Noida is a well established and the best machine learning training institute in Noida that has its machine learning course content designed for both basic as well as advanced machine learning training course. Machine Learning course in Noida at APTRON focuses on developing industry standard skills among the students thus helping them secure their dream jobs in the reputed MNCs.
Being the best machine learning training institute in Noida APTRON provides hands-on practical learning along with 100% placement support. Subject matter specialists and corporate professionals with years of experience in handling the live machine learning projects conduct the machine learning training in Noida. APTRON employs a blend of academic learning as well as practical sessions providing the students with industry standard exposure to transform them into skilled professionals who are easily recruited within the industry.
APTRON’s machine learning course syllabus is inclusive of the following topics: Introduction to Machine Learning, Machine Learning System Design, Machine Learning Techniques, Supervised Learning – Regression, Supervised Learning, Supervised Learning – Classification, Unsupervised Learning – Deep Learning, Unsupervised Learning, Spark Core and MLLib, Machine Learning on live projects along with Machine Learning placement training. The machine learning training in Noida has been designed keeping in view the professional requirement of the students and the latest industry trends to help them achieve their career prospects.
APTRON is one of the largest Machine learning training centers in Noida that comprises of a high-tech infrastructure and 24x7 access to the lab facilities. The institute also provides provisions for opting multiple courses at Noida location. APTRON trains hundreds of students in machine learning course at a reasonable and affordable machine learning course fees structure that has been customized as per the course content requirement of each attendee.
The institute provides the best machine learning certification training with placement assistance. For this there is a separate placement team to look after all the activities related to the placement. Post completion of the machine learning training in Noida at APTRON the students are awarded with a globally recognized completion certificate.
The Machine learning training course in Noida follows the principle of “learning by doing” making use of state-of-the-art infrastructure for performing hands on practical exercises on live machine learning projects. This further ensures that the aspirants gain maximum knowledge and skills throughout the machine learning training classes in Noida, which can be further applied at their workplace while they get placed.
APTRON Noida is the best machine learning training institute in Noida that has well defined machine learning course modules as well as training sessions for the students. At APTRON Machine Learning training course is conducted during weekdays, weekends, evening batch classes and also fast-track machine learning training classes are conducted.
Machine Learning Course Fee and Duration
||45 - 60 Days
||2 hours a day
||3 hours a day
||6+ hours a day
This is an approximate course fee and duration for Machine Learning. Please contact our team for current Machine Learning course fee and duration.
Schedule does not suit you, call us now! or Want to take one-on-one training, call us now!
Course Content Covered in Machine Learning Training Course
Machine Learning Course Contents
- Introduction Machine Learning
- a. What is machine learning
- b. Supervised learning
- c. Unsupervised learning
- d. Semi-Supervised machine learning
- e. Models and algorithms
- f. What is hypotheses
- a. Problem description
- b. How to prepare dataset (Training, Validation, and Testing Sets)
- c. Features identification
- d. Understanding features
- e. Statistical analysis to better understand the features
Introduction to Optimization
- a. Introduction to Optimization
- b. What, When, Where, and Why of optimization
- c. Types of optimization problems
- i. Continuous optimization
- ii. Discrete optimization
- iii. Single objective
- iv. Multiple objectives
- d. Constraint optimization problems
- e. Optimality criterion
- f. Problem of convexity
- g. Concept of penalty function
- a. Understanding the need for linear regression
- b. What, When, Where, and Why of linear regression
- c. Linear regression model representation
- d. Linear regression learning model
- e. Gradient descent in linear regression
- f. Making predictions with linear regression
Linear Algebra Basics
- a. Matrices and vectors
- b. Addition and scalar multiplication
- c. Matrix vector multiplication
- d. Matrix matrix multiplication
- e. Matrix multiplication properties
- f. Inverse and transpose
Linear Regression with Multiple Variables
- a. Understanding multiple features
- b. Gradient descent for multiple features
- i. Feature scaling
- ii. Learning rate
- c. Polynomial regression
- d. Normal equation
- i. Solve non-invertibility problem
- e. Prediction on multiple variables
- a. Understanding the need for classification
- b. What, When, Where, and Why of logistic regression
- c. Hypothesis representation
- d. Decision boundary
- e. Cost function
- f. Simplified cost function
- g. Gradient descent for logistic regression
- h. Advanced optimization
- i. Multiclass classification: One vs all
The Bias-Variance Trade-Off
- a. Bias error
- b. Variance error
- c. Bias-Variance trade-off
- d. Overfitting and under fitting
- a. What is Regularization and its Need
- b. What, When, Where, and Why of regularization
- c. The Problem of Overfitting
- d. Cost Function
- e. Regularized Linear Regression
- f. Regularized Logistic Regression
- a. Understanding non-linear hypothesis
- b. What, When, Where, and Why of neural networks
- c. Neurons and brain
- d. Mathematical representation of a single neuron
- e. Mathematical representation of neural networks
- f. Understanding layers
- i. Input layer
- ii. Hidden layer
- iii. Output layer
- g. Multiclass classification
- h. Cost function
- i. Understanding backpropagation algorithm
- j. Gradient checking and computation
- k. Implementing backpropagation algorithm
- l. Random initialization
- m. Training neural networks
- n. Prediction using neural networks
Support Vector Machine
- a. Introduction to Support Vector Machine (SVM)
- b. What, When, Where, and Why of SVM
- c. Maximal-Margin classifier
- d. Soft margin classifier
- e. Support vector machines (Kernels)
- f. How to train a SVM model
- g. Difference between logistic regression and SVM
Unsupervised Learning Algorithm
- a. What is clustering
- b. What, When, Where, and Why of unsupervised learning
- c. K-mean clustering
- i. For separated clusters
- ii. For non-separated clusters
- d. Objective optimization
- e. Random initialization
- f. Choosing number of clusters
- a. What, Why, When and Where of dimensionality reduction
- b. Data compression
- c. Visualization
- d. Introduction to Principal Component Analysis (PCA)
- i. Understanding PCA algorithm
- ii. Problem formulation
- e. Reconstruction from compressed representation
- f. Choosing number of principal components
Deploying Machine Learning Model in Production
- a. Fundamentals of Machine Learning Model Deployment
- b. Saving Machine Learning Model
- c. Serialization
- i. Pickle
- ii. Joblib
- iii. JSON
- d. Deserialization
- i. Pickle
- ii. Joblib
- iii. JSON
- e. Machine learning model into APIs
Top 20 Reasons to Choose APTRON for Machine Learning Training in Noida
- Machine Learning training in noida is designed according to current IT market.
- Offer the best Machine Learning training and placement in noida with well defined training modules and course sessions.
- Facilitate regular, weekend and customized Machine Learning training in noida..
- One of the biggest team of certified expert trainers with 5 to 15 years of real industry experience.
- Mentors of Machine Learning training in noida helps in major project training, minor project training, live project preparation, interview preparation and job placement support.
- Smart labs with real latest equipments.
- 24x7 lab facilities. Students are free to access the labs for unlimited number of hours as per their own preferred timings.
- Smart classrooms fully equipped with projectors, live racks, Wi-Fi connectivity, digital pads.
- Silent and discussion zone areas in labs to enhance self study and group discussions.
- Free of cost personality development sessions including spoken english, group discussions, mock interviews, presentation skills.
- Free of cost seminars for personality development & personal presentation.
- Varity of Study Material: Books, PDF's, Video Lectures, Sample questions, Interview Questions (Technical and HR), and Projects.
- Hostel facilities available at Rs.4,500/- per month for Machine Learning training in noida.
- Free Study Material, PDFs, Video Trainings, Sample Questions, Exam Preparation, Interview Questions, Lab Guides.
- Globally recognized course completion certificate.
- Extra Time Slots (E.T.S.) for Practical's (Unlimited), Absolutely Free.
- The ability to retake the class at no-charge as often as desired.
- One-on-One attention by instructors.
- Helps students to take knowledge of complex technical concepts.
- Payment options: Cheque, Cash, Credit Card, Debit card, Net Banking.
APTRON Trainer's Profile for Machine Learning Training in Noida
APTRON'S Machine Learning Trainers are:
- Are truly expert and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
- Have received awards and recognition from our partners and various recognized IT Organizations.
- Are working professionals working in multinational companies such as HCL Technologies, Birlasoft, TCS, IBM, Sapient, Agilent Technologies etc.
- Are certified Professionals with 7+ years of experience.
- Are Well connected with Hiring HRs in multinational companies.
Placement Assistance after Machine Learning Training in Noida
APTRON'S Placement Assistance
- APTRON is the leader in offering placement to the students, as it has a dedicated placement wing which caters to the needs of the students during placements.
- APTRON helps the students in the development of their RESUME as per current industry standards.
- APTRON conducts Personality Development sessions including Spoken English, Group Discussions, Mock Interviews, Presentation skills to prepare students to face challenging interview situation with ease.
- APTRON has prepared its students to get placed in top IT FIRMS like HCL, TCS, Infosys, Wipro, Accenture and many more.
Frequently Asked Questions
Are you looking for exciting offers for machine learning course in Noida?
What is machine learning course?
Machine Learning is known to be a subset of Artificial Intelligence. Using the Machine learning technology the computers are learning by discovering patterns as well as insights from the data. The applications of machine learning are used for the purpose of data analytics, pattern recognition and data mining. Machine learning jobs are inclusive of the data scientists, researchers, developers and engineers.
Which is the best institute to learn machine learning in Noida?
Undoubtedly, APTRON due to its industry specific approach in machine learning training is recognized as the best machine learning training institute in Noida. The institute has job centric machine learning course curriculum aligned with industry needs and is equipped with live training on machine learning based projects. All this together make APTRON the best choice for machine learning training in Noida.
What is the duration & Fee of machine learning course?
The duration for machine learning training in Noida at APTRON is approximately two months for the regular classes. However it is flexible depending upon the kind of training program you choose, i.e. regular batch, weekend batch and also fast-track machine learning training classes are also available for the same. The fee for machine learning course in Noida at APTRON is quite reasonable.
What is the scope of machine learning?
Once you complete your machine learning certification training course in Noida at APTRON you can apply for the job profiles like: Machine Learning Engineer, Data Engineer/Data Architect, Data Scientist, Data Analyst.
Who is my trainer and how are they selected?
The machine learning trainers at APTRON are highly experienced and certified individuals. They have been corporate professionals who have sufficient expertise in handling executing and managing the real time machine learning projects, thus providing the students with best guidance.
What if I miss a session?
In case you miss your classes due to some unavoidable situations, you need not worry APTRON assures that you are able to make up for the loss and we may get you arranged separate class in the extra time for those topic else you may attend the same in other batches as well.
What are the different modes of machine learning training that APTRON provides?
- Classroom training
- One to One training
- Fast track training
- Customized training
How about group discounts (or) corporate training for our team?
Yes, APTRON offers group discounts for its machine learning training programs. To know more details, you can visit our website or contact our support through Call, Email and Live Chat option or just drop a Quick Enquiry. Based up on the group size, the institute offers discounts as per its terms and conditions.
What are the payment options?
We accept all the major payment modes like Cash, Card (Master, Visa, and Maestro, etc), Net Banking and etc. UPI, Paytm, Payumoney etc.
I have more queries?
To get detailed information, you may contact us on our Toll Free:18002700201,+91-706-527-3000 or reach out to us via e-mail info@aptronnoida or drop a quick enquiry and we will contact you soon.