This blog today discusses Machine Learning Course in Kolkata. The readers will learn about some best Machine Learning institutes. This will help interested candidates from Kolkata to narrow down the search for course providers. This blog will throw light on what machine learning is, the uses of machine learning, types of machine learning, and methods of machine learning.
What is Machine Learning?
Machine learning in simple terms uses data and algorithms to replicate the way humans learn, slowly advancing its accuracy.
Besides, with the continual growth seen in Machine learning, it has now allowed the storage and processing power to use innovative products using machine learning, like Netflix’s recommendation engine and self-driving cars. For this reason, Machine Learning Institute today has welcomed more interested candidates.
Machine Learning: Its Uses
The branch of Data Science uses Machine learning as its central component. With the use of statistical methods, algorithms are designed to make classifications or predictions. This gives a key insight into data mining projects. These insights as a result obtain decision-making within applications and businesses, impacting key growth metrics.
Moreover, as big data continues to grow, the demand for data scientists will increase.
Machine learning Course in Kolkata as a result focuses on designing courses that answer the most relevant business questions and the data to answer them.
Insight into Artificial Intelligence
When talking about Artificial Intelligence, three terms primarily define it- Machine Learning, Deep Learning, and Neutral Networks. The best Machine Learning Course in Kolkata focuses on teaching the nuances between each of the terms.
There are three subcategories of Artificial Intelligence- Machine Learning, Deep Learning, and Neutral Networks. Though the neutral network is the sub-field of machine learning, deep learning is the sub-field of neutral networks.
The difference between deep learning and machine learning depends on how each algorithm learns.
Deep learning- Deep Machine learning uses labeled datasets also called supervised learning that uses labeled datasets to tell its algorithm. This doesn’t necessarily need a labeled dataset. Deep learning can mechanically decide the set of features that distinguishes the different categories of data from one another. This removes some of the human intervention and allows the larger data sets.
On the other hand, non-deep machine learning is more reliant on human intervention to learn. Human experts determine the set of features to differentiate between data inputs. This usually requires more structured data to learn.
Neutral Networks- Neutral Networks or ANNs (Artificial Neural Networks) consist of node layers that comprise one or more hidden layers and an output layer. Each node or layer is connected with one another and has an associated weight and threshold.
Deep learning and neural networks are used for computer vision, natural language processing, and speech recognition.
Machine Learning in Kolkata
As Kolkata is a place that has attracted a growing number of candidates, Machine Learning Course in Kolkata is in demand. Taking up courses in Kolkata is undoubtedly a great opportunity. As mentioned above, a machine learning course is in demand, and pursuing it in Kolkata is a great option.
Henry Harvin (4.9), Great Learning (4.6), Edureka (4.6), upGrad (4.5), Intellipaat, Educba (3.7), Learnbay (4.9) , Data Brio Academy, and Praxis Business School (4.4) are some of the course providers in Kolkata.
HENRY HARVIN When talking about online course providers, the name that stands out is Henry Harvin. The online educational master has bagged a 4.9-star review celebrating an ISO certification 29990:2010 that has earned it the Top Corporate Training Award.
Furthermore, Henry Harvin has amalgamations with well-known associations like UKAF, Ministry of Corporate Affairs, MSME, and PMI.
- 200 plus Youtube Testimonials
- 400 plus Google reviews
- 4.5 star ratings on GoOversea, Trustpilot, and Goa board.
Shweta Sharma- ”It was great to learn. I had a wonderful time. We had access to many job opportunities every week of the training. I updated my resume. I have a deep-found knowledge of programming languages and machine learning”.
Henry Harvin learning course fee
Other cities where Henry Harvin course is offered-
Delhi, Membai, Bangalore, Hyderabad, Kolkata, Chennai, Jaipur, Pune, Gurga, and others.
Other Courses offered by Henry Harvin
Note: Visit each of these sites for further details.
- HR Analytics Course
- Advanced Excel Course
- RPA using UiPath Course
- Data Science Course
- IFRS Training Course
Other institutions offering Machine Learning Course in Kolkata-
Udemy, Edureka, upGrad, AnalytixLabs, Intellipaat, Educba, Madridsoftware, Imarticus, and others.
Machine learning: How does it work?
Machine learning is divided into three parts as stated by UC Berkeley-
a) Decision process- Machine learning is generally used to make predictions using algorithms. Based on some input data (labeled or unlabeled), the algorithm will generate a prediction about a pattern in the data.
b) Model Optimization Process- If the model adheres to the data points in the training sets; the weights are adjusted to decrease the incongruity between the known example and model estimate. The algorithm will repeat the “evaluate and optimize” process, upgrading the weights separately until a threshold of accuracy is attained.
Machine Learning Methods
The model is divided into three types-
Supervised machine learning– Supervised machine learning otherwise known as machine learning uses labeled datasets to prepare classified data and foresee outcomes accurately.
Unsupervised machine learning– It is otherwise known as Unsupervised learning that uses machine learning algorithms to evaluate and group unlabeled datasets. These algorithms study hidden patterns or data groupings without any human intervention.
Semi-supervised learning– It uses a medium between supervised and unsupervised learning. Smaller labeled data are used to classify and deduce from larger, unlabeled data sets.
Types of Machine learning Algorithms
When pursuing Machine Learning Course in Kolkata, the courses will include common learning algorithms such as-
- Neutral Networks
- Linear Regression
- Logistic Regression
- Decision Trees
- Random forests
Why Machine Learning in Kolkata?
Kolkata is recognized for its demanding institutions that have shown incredible results in building student performances. So opting for a machine learning course in Kolkata will give wings to your professional career.
Machine Learning can enable one to master fields of speech recognition, customer service, computer vision, recommendation engines, automated stock trading, and fraud detection.
Today is the time when you can become a part of big data with an upgraded skill in artificial intelligence using a machine learning course. These courses are uniquely designed to meet industry needs.
The candidates will find it easy to go for online courses. The courses are cost and time friendly. Hence it is easy for the candidates to learn at their own pace.