In this fast growing IT domain, only a few personnel might be unfamiliar with the term ‘Machine Learning’. Self driving cars, speech recognition, robot locomotion, search engine optimization, strategic games such as chess, go, poker etc. are the famous applications of Machine Learning.
So, basically, machine learning is sub-field of Artificial Intelligence that deals with the study of making computers and devices capable of recognizing patterns through the use of algorithms thus eliminating the need to write computer programs explicitly.
Our machine learning training in Gurgaon is designed for students and professionals to gain in-depth knowledge on various machine learning techniques along with practical implementations in domains such as Healthcare, Digital Marketing, Bioinformatics, Robotics, Telecom, Banking and Finance etc.
In this machine learning training course, you will learn about supervised, unsupervised, predictive analytics and deep learning techniques such as regression, support vector machines, bayesian networks, decision tree, neural networks, classifiers, clustering, anomaly detection, etc.
You will also learn how to apply machine learning algorithms to detect internet and credit-card fraud, recognizing voice and speech, analysing financial market, classifying DNA sequences, locomoting robots, etc.
Objectives Of Our Machine Learning Training In Gurgaon
The purpose of our Machine Learning Training in Gurgaon is to make students and professionals expert in employing machine learning algorithms, methods and techniques for various industrial purposes.
During the training classes, you will learn and implement the following machine learning techniques, libraries and frameworks.
- Supervised Learning- Artificial neural networks, Gaussian process regression, learning vector quantization(LVQ), logistic model tree, support vector machines, random forests, information fuzzy networks(IFN), Bayesian statistics, decision tree algorithms, Linear classifier, k-nearest neighbors algorithm(KNN), Association rule learning algorithms such as Apriori and Eclat etc.
- Unsupervised Learning- Generative topographic map(GTM), Feedforward neural network, Logic Learning Machine(LLM), Hierarchical clustering, fuzzy clustering, k-means clustering, BIRCH, Anomaly detection, DBSCAN, EM algorithm, Generative Adversarial Networks(GANs), etc.
- Semi-supervised Learning- Active learning, graph based methods, low-density separation, generative models, transduction, heuristic approaches such as self-training and co-training etc.
- Deep Learning- Deep Neural Networks(DNN), Recurrent Neural Networks(RNN), Deep Belief Networks(DBN), Convolutional Neural Networks(CNN), Boltzmann Machines, Hierarchical Temporal Memory(HTM), etc.
- Meta Learning- Inductive bias, Inductive transfer, occam’s razor, descriptive, structural and administrative meta-data, bias-variance trade-off etc.
- Ensemble Learning- Boosting, Adaptive Boosting(AdaBoost), Gradient boosting, Gradient boosted decision tree(GBRT), Bootstrap aggregating, ensemble averaging, stacking, random decision forests etc.
- Reinforcement Learning- Markov decision process(MDP), Q-learning, TD learning, State-action-reward-state-action(SARSA) algorithm, finite action-set learning automata, etc.
- Dimensionality Reduction- Feature selection, feature extraction, principal component analysis(PCA), principal component regression(PCR), linear discriminant analysis(LDA), factor analysis, multidimensional scaling(MDS), canonical correlation analysis(CCA), partial least squares regression(PLSR) etc.
- Machine Learning Libraries and Frameworks- Apache Mahout, Tensorflow, MLPACK, scikit-learn, etc.
Who Can Apply For Our Machine Learning Training In Gurgaon?
Our Machine Learning Training in Gurgaon is best suited to the engineering graduates and working professionals who are either from computer science or information technology backgrounds.
However, other aspiring students and professionals who want to become machine learning engineer or data scientist can also apply to this certification training course.
Preconditions
- Basic knowledge of any one programming language such as C, C++, java, python etc.
- Basic knowledge of Linear algebra, Matrix, Statistics and Probability.
Eligible Candidates
- Software Developers
- Software Engineers
- Software Architects
- Software Testers
- Data Analysts
- System Administrators
- Network Administrators
- DevOps Engineers
- Business Analysts
- Game Developers
- Hadoop Professionals
- Analytics Managers
- Other graduates and IT professionals who want to explore the field of machine learning and data science.
Prime Features Of Our Machine Learning Training
The prime features of our machine learning certification training course in Gurgaon are shown below.
(1) Instructor-led Machine Learning Training
Experienced machine learning Instructors will lead your training classes. They have more than 6 years of working experience in multinational corporations and have been taking machine learning classes for about 2 years.
(2) Industry-Based Projects and Case Studies
In this training, you will be given hands-on experience in various industry-based projects and case studies in the domains of robotics, healthcare, banking and finance, media and entertainment, e-commerce etc.
(3) Top-Tier Classroom & Lab Facilities
We are a premier institution that provides excellent classroom and lab facilities to the students. We have equipped our classrooms and labs with top-tier facilities that includes projectors, smart boards, laptops, digital pads, wifi connectivity and much more.
(4) Cutting Edge Training Module
Our machine learning training module is designed by industry professionals keeping in mind all the latest machine learning techniques being used in the industries. It contains all the topics relevant to the industry standards.
(5) Interview Preparation & Job Assistance
We will not only provide you the classroom training but also prepare you for job interviews by conducting mock interview sessions. Apart from this we help our students in getting hired in recognized organizations by scheduling job interviews for them.
(6) Certificate of Course Completion
You will get a certificate of course completion which will help you in demonstrating your machine learning expertise and skills to your employer and gives you an extra edge over non-certified peers.
Career Benefits Of Machine Learning Training
There are loads of benefits of machine learning training especially in getting higher wages. Professionals with hands-on experience in employing machine learning algorithms and its various techniques are offered amazing salary packages.
According to payscale.com, the average salary of professionals with machine learning skills are as follows:
- Machine Learning Engineer- Rs 786,108 per year
- Data Scientist- Rs 874,911 per year
- Research Engineer- Rs 979,592 per year
- Senior Data Scientist- Rs 1,700,236 per year
- Research Scientist- Rs 1,900,000 per year
Also, the machine learning market size is expected to grow 8.81 billion USD by 2022 increasing at a CAGR of 44.1%. This report has been published by market research firm- MarketsandMarkets. This clearly means, there is going to be an increase in the job opportunities for the IT professionals with machine learning skills.
Now, talking about which companies hire machine learning engineers or professionals with relevant skills, here are some of the world’s biggest and renowned companies.
- Apple
- Amazon
- Intel
- JP Morgan Chase
- Lenovo
- Dailymotion
- TCS(Tata Consultancy Services)
A list of companies in Gurgaon that hire machine learning professionals is shown below.
- McKinsey & Company
- SAP
- Expedia
- Absolutdata
- ZipGo Technologies Pvt. Ltd.
- Fractal Analytics
- Crescendo Global Services
- Accenture Solutions Pvt. Ltd.