Machine Learning Training in Bangalore

Machine Learning Course in Bangalore, Rajajinagar

Hands-on Machine Learning Training in Bangalore

Enrol for specialised python and machine learning training course at Corpnce. We are one of the best machine learning institute in Bangalore to offer trending professional courses that are custom designed to help you become industry ready. The curriculum of our machine learning course in Bangalore includes data mining, supervised and unsupervised learning methods including regression & classification techniques, statistical pattern recognition, artificial neural networks, computer vision with PyTorch, NLP concepts including research papers from 2020, graphical models, Density-based Clustering, and more. Our machine learning certification program in Bangalore will equip you with advance theoretical knowledge as well as practical applications in real-time work environments. We follow a project-based learning methodology that will help you gain an in-depth understanding of the core concepts and their uses and you can compare your performance with other students and connect to alumni network. The machine learning training in Bangalore will also help you acquire technical skills, critical thinking and decision-making process. Overall, our intensive machine learning course in Bangalore with placement will help you build a successful career in this field.

What is Machine Learning?

Machine learning is the science of getting computers to act without being explicitly programmed. It is a subset of Artificial Intelligence (AI). In recent times, Machine learning has been extensively used in self driving cars, virtual personal assistant, traffic movement predictions, video surveillance, social media services – face recognition, similar pins, etc., email spam & malware filtering, etc. Machine learning is so prevalent today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI or Artificial General Intelligence (AGI). In our Machine learning course in Bangalore, you will learn about the most effective machine learning and data science techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you’ll not only comprehend the theoretical underpinnings of learning but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you’ll learn about some of the industry’s best practices in innovation as it pertains to machine learning and AI.

Examples:

Intelligent Personal Assistant (IPA) – Have you seen Google assistant calling a salon, or Alexa playing songs based on your request or Siri updating the news in a human voice? These are the examples of virtual assistance and one of the recent advancements in ML. You can create your virtual assistance by learning the fundamentals of ML (but not like EDITH of Iron man of course) in our Machine Learning institute in Bangalore.

PROGRAM I: MASTERS IN MACHINE LEARNING

This course provides a broad introduction to machine learning, Deep Learning, datamining, and statistical pattern recognition. We offer the best Machine Learning training in Bangalore as the course will also draw from numerous case studies and applications, so that you’ll also learn how to apply learning algorithms to build smart AI systems, text understanding, computer vision applications, medical informatics, audio, database mining, and other areas.

PROGRAM KEY CONTENTS:

Month 0: Revision of Python Fundamentals, Numpy, Pandas, Statistics and Maths.
Month 1: Introduction to ML, Scikit-Learn and basics of predictive analytics. Regression Analysis, SLR, OLS, Gradient Descent, Polynomial Regression, Hyper Parameter Validation, Feature engineering, Validation curve and GridsearchCV, Ridge and Lasso Regression, Bayesian Regression. Coding implementation in Sklearn and Numpy.
Month 2: Classification concepts, Logistic Regression, MLE, Cross entropy loss, Introduction to Neural Networks, Perceptron Algorithms, Introduction to PyTorch, implementation of basic Neural Network in PyTorch, introduction to image processing, CNNs, Data Augmentation, ResNets, Transfer Learning, Image classification with PyTorch and YOLO, Object detection.
Month 3: Introduction to NLP, Word embedding, word2vec, Glove, Sequential data and RNN fundamentals, Intro to Vanishing Gradient and Exploding Gradients, Gradient Clipping, LSTM implementation, Contextual Representation with Bi-directional LSTMs, Neural Machine Translation with seq2seq, Seq2seq with attentions, Coding of NMT with contextual embedding, Attention is all you need, Transformer models.
Month 4: BERT implementation with Hugging face, Text Classification implementation, Chatbot design. Assignment of NLP project. Bagging concept. Decision Trees, Random Forest, Support Vector Machine, Boosting, Ada Boost, KNNs, Naïve Bayes and Anomaly Detection.
Month 5: Unsupervised Learning, PCA, T-SNE, K-means, Spectral clustering, Scikit-learn Implementation, Intro to RL, Model tuning, Model Metrics, Flask, deployment and final project submission.

Time Frame: 6 Months | Teaching Hours: 140+ Hours | Hands on Hours: 100+ Hours

Prerequisite: Data Scientist or Data Analyst along with Python programming knowledge Or Corpnce’s Advanced Data Science Course

Price: Rs. 65,000/-* (EMI starting @ ₹3500/-)

PROGRAM II: MASTERS IN MACHINE LEARNING

Intro to Data Science & Python
Statistics & Probabilities – Frequentist & Bayesian
Intro to Big Data tools
Exploratory Data Analysis [ Data Analytics, Data Wrangling & Munging ]
Visualization Tools – Python & Tableau | Advanced Machine Learning with Optimization
Scalable AI
Intro to Deep Learning & ANN
Computer Vision – CNN
Concepts of NLP – RNN

PROGRAM KEY CONTENTS:

TOOLS: Bokeh, MatplotLib, IPython, Jupyter, MySQL, NLTK, NumPy, SciKit-Learn, Pandas, Pytorch etc

Time Frame: 7-8 Months | Teaching Hours: 165+ Hours | Hands on Hours: 150+ Hours

Price: Rs. 95,000/-* (EMI starting @ ₹4500/-*)

Who can Learn Machine Learning?

The domain of Machine Learning is fast developing and has applications in many sectors. There is a huge scope for career development as many businesses and sectors are experimenting with machine learning and are looking for ways to automate work processes and enhance the quality of products and services using ML applications.

If you are a working professional, then you can join one of the best machine learning courses in Bangalore from Corpnce and get certified in this advanced technology. The knowledge and the certification will help you increase your skillset or change your domain.

Our machine learning training in Bangalore will also be useful for students and fresh graduates who want to work in this field. The intensive training will increase your employability and help you get placed in the leading companies in this field.

Apart from career prospects, certified ML professionals can also expect a higher salary package.

Anyone who wants to build a career in this field can join our machine learning institute in Bangalore. The course is aimed at

Fresh graduates and final year students who want to build a career in this domain
Working professionals who want to change their domain or upskill themselves in the technologies and methodologies of ML

Why you should take Machine Learning Certification in Bangalore from Corpnce?

We are a leading machine learning training institute in Bangalore offering hands-on training in ML methodologies and technologies. Our Masters in Machine Learning course is a 5-month program that includes more than 140 teaching hours and 100 hands-on training hours. We also offer an Advanced Data Science and Machine Learning Course that is for 7 to 8 months. This course includes more than 150 hours of hands-on training and 165 hours of teaching.

All our training materials are designed and delivered by experts who have ample experience in the industry. Also, we have new batches every 15 days. The classes are conducted during the weekends. So, whether you’re a working professional or a graduate, you will be able to join our machine learning course in Bangalore without worrying about missing your college classes or work.

In our training, we use project-based learning methodologies. As a part of the curriculum, we have mini and instructor-led projects, where you will apply all that you have learnt during the training. This training will help you become job ready.

Another major reason that makes Corpnce the best place to learn ML is because our machine learning course fees in Bangalore is the most competitive compared to similar institutes.

If you are interested in building a career in the field of machine learning and artificial intelligence, learn from the experts at Corpnce.

Frequently Asked Questions

Working professionals from any industry with prior coding knowledge or exposure to data driven process can join our Machine Learning training in Bangalore. In case, their profile doesn’t match above criteria they need to qualify the python fundamental test & TQ evaluation test to take up the DS course. Technical Student from Engineering, MCA, BCA, MTech, PHD, Medical, Statistics, Finance can join the course subject to initial screening same as for working professionals.

Our course syllabus is designed from basics all the way to advance concepts, so freshers will not face any problem in projects. Since the demand for data science is more than the current resources, we can expect some huge opportunists coming in near future. Currently we need 4000 fresher in data science by 2018. It’s a good number!

The duration of Machine Learning Course in Bangalore is 5-6 Months for weekend batches. We don’t compromise with the quality of teaching and also make sure to complete the course in right time. For other courses refer the course particulars.

No, you don’t need prior knowledge, but if you have strong fundamentals of statistics, mathematics and basic knowledge of python then it is a bonus.

Placement of an individual depends solely on the candidate’s caliber. There are many factors that determines your placement – Communication, Technical Skills & Projects that you have done during course. And the most important factor is your performance on the D-day. We do offer 100% Placement assistance to all the deserving candidates and the brighter ones make it to our in-house internship.

As the term suggest, it is a research and technology oriented job and that’s what makes it interesting and different from other jobs. Machine Learning professionals are the highest paid IT professionals since it needs in depth knowledge of statistics, love for data, logical reasoning, critical thinking, understanding of mathematics and fair amount of programming skills. If you love to explore and have the attitude to learn then you don’t need any masters or PHD degree to become a Machine Learning Engineer. Professionals in different job functions or industries who want to help their company leverage Machine Learning should learn Machine Learning. Apart from students ,other professional who can benefit by learning Machine Learning are database administrators, business analysts , Statisticians, researchers, computer scientists and data engineers.

Candidate is suppose to have the basics of Python for DS before enrolling for the course. They shall be evaluated before joining the DS course. And the candidates need to put in at least 10-12hours of time towards the course over and above the class hours. Candidates are expected to have their own laptop with Minimum: i3 or equivalent;

Student/Fresher: They can expect a starting package of at least 1.5times that of a regular IT job. (For Example: TCS pays a starting package of Rs.6.5Lakhs for New age skills whereas normal IT freshers land up with half the salary; (Source https://timesofindia.indiatimes.com/business/india-business/tcs-doubles-pay-for-fresh-hires-with-new-age-skills/articleshow/66046643.cms ) Machine Learning as a career option can save you from the upcoming job-insecurity as well as this is the stepping stone to AI. Corporate: Individuals from industry can expect at least 35-40% hike; in their current salary upon switching internally to the Machine Learning division and along with this, you can also expect better job security, thanks to the AI revolution.

Corpnce provides self-certification to the candidates upon successful completion of their course. Unlike earlier days industry values subject knowledge over certification hence one should be thorough with the subject

As per reports of Analytics India magazine there are more than 92000+ Data Science related jobs available in India. So, there is ample of opportunity for freshers & experienced professionals.

The Data driven decision making starts with relevant data collection for the right problem statement. In the pipeline Big Data people who are also known as Data Engineers, are responsible for storing, collecting and systemizing the data. They supply right data at right time for analysis. Data analytics (DA) & Data Science (DS) Engineers use the extracted data to get meaningful insights. DA is more focused towards Data Visualization & Data Screening, they might or might not need any coding skills as most of their work can be done on Excel Sheet/ Spread Sheet. They are more focused towards analyzing the past performance of the company. Whereas the DS Engineers are more focused towards one very specific branch of statistics – predictive analytics. Here they need to have strong coding skills, math’s & stats skills and most important Machine Learning as a toolkit. So they can predict future performance of a business along with analyzing the past and present.

Machine Learning & Deep Learning are the subset of Artificial Intelligence (AI). Data Science includes Machine learning & Deep Learning as predictive models along with Exploratory Data Analysis. A Data Scientist needs to have good ML skills and intuition to raise right question to solve business problems. Whereas, ML & DL engineers are only focus towards specific prediction problems like image processing, Natural language processing (NLP), pattern recognition, Semantics, Crowd Computing, Sentiment Analysis etc. So, in brief a DS knows the fundamentals of all ML & DL techniques for basic problem solving whereas ML engineers are more focused towards specific problems.

Corpnce

Average rating:

2 reviews

Deepthi

Jun 5, 2020

by Deepthi

I was looking for a career change from data analytics field towards Machine learning and i opted for Corpnce . Enrolled for Program 1:Masters in Machine learning. Coming from an analytics background, my Mentors Mr. Nishant helped me a lot in learning to apply algorithms to build smart AI systems. The case studies and mini projects also helped me to understand the subject better.

Anant Mishra

Jun 1, 2020

by Anant Mishra

One of the finest institutes in the domain of machine learning. Focused on ANI, this institute caters to concentrated learning modules and ensures learning is ushered with apt tutors, trained in their respective strengths.

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Complete Machine Learning Course in Bangalore: Learn Machine Learning from Basics to Advance

Hands-on Machine Learning Training in Bangalore

What is Machine Learning?