Deep Learning, like machine learning, is a branch of AI that aims to make computers think and perform like the human brain. In a deep learning Data Science Institutes in Bangalore project, you will use texts, sentences, phrases, sounds and all other formats of data to recognize the advanced patterns in the data to draw meaningful insights from them and help businesses to take critical, data-driven decisions.
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Deep Learning is mostly used in data science projects that involve a lot of automation. Deep Learning is extensively used in some of the common things we use every day like voice-active remote controls for appliances, facial recognition software, automatic fraud detection software used mostly in banking & finance industries, self-driving technology and more.
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Basic concepts of deep learning you should know about
Though you will get to learn about deep learning in the courses that we have recommended below, learning them as part of a curriculum to get a certificate, and understanding the concepts to widen your knowledge and use it practically in your day-to-day job are two different things. Before you start your search for deep learning courses of Data Science Institutes in Bangalore, it makes sense to be aware of three very important concepts of deep learning that you will hear repeatedly in this field. They are neural networks, convolutional neural networks and recurrent neural networks.
Neural Networks
We already told you that deep learning is all about using tools in such a way the computer mimics the thinking of a human brain. Our brains are made up of neurons. Similarly, the neural network of the deep learning model is made up of neurons. In these models, the input data is altered by multiplying it with certain weights, and then adding the value with the bias element. Data scientists then multiply the result with the activation signals to get the final output in this network.
Convolutional Neural Networks (CNN)
This is a branch of machine learning, and this network is usually used when the data is about images and pixels. CNN’s main task is identifying and recognizing images. So, they are best suited for projects where image recognition is of paramount importance, like in self-driving cars and facial recognition software.
- Recurrent Neural Networks (RCN)
- This network is usually used for speech recognition, natural language processing, language translation and image captioning-related work. While CNN’s main focus of work was images, RCN’s main focus of work includes sequential and time series data.
Why learning deep learning is important for data science
The concept of Artificial Intelligence is going to dominate all future data. According to valid data sources, the AI software market is expected to be worth a whopping $ 126 billion by 2025. Data scientists working across all industries are trying to mimic the human brain’s performance & thinking in computers as well to reduce the chances of errors, and improve accuracy rates.
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More and more companies are on the lookout for AI specialists for their data science teams as they are looking at automating several projects. So, when you have a certification course in AI and Deep Learning, in particular, you stand a good chance of bagging a high-paying job with a leading company. You might be pleasantly thrilled to know that the average annual pay of a deep learning professional is around $110,000 in the USA.
With the field evolving every day, new trends & tools are coming up in artificial neural networks as well. So, we suggest you enroll yourself in one of these courses and learn about all the latest tools in the market in this field to stay one step ahead of your competitors always. However, please remember to continuously upgrade your skills to ensure that you have an edge over your peers. Getting to first place is important, but staying in that position is more important and challenging than that former. You can be on top of your game always by completing one of these courses.
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Deep Learning Courses in Bangalore
If you want to become a successful data scientist, you can enroll yourself in one of the many data science courses Data Science Institutes in Bangalore offered by reputed institutes like the ones we have mentioned below. If you are a beginner in this field, we suggest you opt for a holistic data science course that covers all the important concepts you need to know like Python, AI, Deep Learning, Machine Learning, Data Visualization Tools and the like.
However, if you are already working in this field, and want to hone your skills in one particular niche area like deep learning, you can opt for one of these courses. After completing these courses, you will know how to use all the latest tools in Deep Learning projects. The best thing about the courses we have recommended here is that they offer job placement assistance; therefore, you can be assured of a good job upon completion of your course.
Artificial Intelligence & Deep Learning Course – 360digiTMG
Course Details
- Faculty members are alumni of reputed institutes like IIM, IIT and ISB
- Course modules are covered through 80 hours of sessions, 100 hours of practical assignments and 100 hours of hands-on experience on 2 Capstone Live projects
- Job Placement Assistance Provided
- Course Completion Certificate from IBM
- Topics Covered – Introduction to AI & Deep Learning, Introduction to Python Libraries, Machine Learning Primer, Math Foundations, Deep Learning Primer and Perception Algorithm & Back Propagation Neural Network Algorithm
- Course Duration – 2.5 months
- Course Fee – Rs.47200
Deep Learning Training Course (with Keras & TensorFlow) – 360 DigiTMG
Course details
Data Science Placement Success Story
- You will get to learn about Python autoencoders, Keras & TensorFlow frameworks, Pytorch & its features, Image classification, Artificial Neural Networks, Deep Neural Networks, Conventional Neural Networks, Recurrent Neural Networks and ADAM Adagrad &Momentum features after this course
- Interactive class taken by industry veterans
- Flexibility to choose online & self-paced classes according to your convenience
- Comes with a 100% money-back guarantee like most courses offered by this institute
- Topics covered – Deep Learning & Tensor Flow, Math Fundamentals & Live Projects
- Course duration – Online Bootcamp (90 days of flexible time to complete the course)
- Course fee – Rs.22470
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