Instructor Led Live Online
Self Learning + Live Mentoring
In - Person Classroom Training
The entire training includes real-world projects and highly valuable case studies.
IABAC® certification provides global recognition of the relevant skills, thereby opening opportunities across the world.
- Introduction to TensorFlow
- Computational Graph
- Stochastic Gradient Descent
- Visual TensorBoard
- Keras with TensorFlow
- Role of Activation functions in ANN network
- Activation Functions:
- Sigmoid (Binary)
- Softmax (Multiclass)
- ReLU (Linear)
- Introduction to ANN
- Concept of Perceptron
- Perceptron Training Rule
- Gradient Descent Rule
- Gradient Descent
- Stochastic Gradient Descent
- Backpropagation
- Some problems in ANN
- Overfitting and Capacity
- Cross Validation
- Feature Selection
- Regularization
- Hyperparameters
- Introduction to CNNs
- Principles behind CNNs
- Kernel and Multiple Filters
- CNN Image Classification demo
- Introduction to RNNs
- Unfolded RNNs
- Seq2Seq RNNs
- LSTM
- RNN applications
- Image Processing
- Natural Language Processing
- Speech Recognition
- Video Analytics
- Image Classification with CNN - Keras
- Natural Language Processing with NKTL live project
The field offers roles like deep learning engineer, data scientist, research scientist, and more across various industries such as healthcare, finance, and autonomous vehicles.
Key skills include a strong mathematical background, proficiency in Python, experience with deep learning frameworks, and abilities in data preprocessing and model optimization.
Deep Learning professionals can expect competitive salaries, with variations based on experience, location, and industry. As per Glassdoor, the average deep learning engineer salary in India is INR ₹9,54,065 per annum.
Learning deep learning is essential due to its high demand in various industries, central role in advancing AI technology, and application in solving complex problems. It offers substantial career growth opportunities, equips you to handle big data effectively, and enables contributions to innovative and impactful technologies. Essentially, it's a skill that positions you at the forefront of technological advancements.
The future of Deep Learning is bright, with advancements expected to enhance model efficiency and capability, particularly as data volumes continue to grow.
In India, the fee for a Deep Learning course typically ranges between INR 30,000 to INR 60,000. This range can vary based on the course's comprehensiveness, duration, the reputation of the institution, and the level of expertise of the instructors.
Deep Learning is a branch of machine learning, utilizing artificial neural networks to mimic the learning process of the human brain. It's about training networks with several layers to extract complex patterns for precise predictions or classifications.
Deep Learning operates by building and training multi-layer neural networks. Each layer processes and transforms data, which is then passed on for further processing. Through backpropagation, these networks adjust their internal parameters to reduce errors in predictions.
Deep Learning finds its use in various areas including image and speech recognition, natural language processing, autonomous vehicles, healthcare diagnostics, recommendation systems, and fraud detection.
Frameworks such as TensorFlow, PyTorch, Keras, Caffe, and Theano are widely used in Deep Learning for their efficient tools and libraries.
Deep Learning, a subset of Machine Learning, focuses on deep neural networks for learning from data. Unlike traditional Machine Learning algorithms, Deep Learning models can automatically learn data representations, reducing the need for manual feature extraction.
Yes, deep learning is in high demand. It's a key driver in the advancement of artificial intelligence, crucial for innovations in fields like autonomous vehicles, healthcare diagnostics, natural language processing, and more. This demand is fueled by deep learning's ability to interpret and analyze large volumes of data, making it a sought-after skill in the tech industry.
DataMites is renowned for its comprehensive curriculum, expert faculty, and industry-recognized certifications, making it a top choice for deep learning education.
Courses last 4 to 6 months, totaling 200 hours of training, with flexible weekday and weekend schedules.
Certified Deep Learning Expert Course: A thorough program covering deep learning algorithms and practical skills.
Certified Computer Vision Expert Course: Specialization in computer vision using deep learning algorithms.
Deep Learning with Python Courses: Fundamentals of deep learning using Python and popular frameworks.
Deep Learning TensorFlow Course: Focused training on TensorFlow for building and deploying deep learning models.
Accredited quality training by IABAC.
Large student community for networking.
Comprehensive learning approach with self-study, live sessions, and projects.
Globally recognized certification upon completion.
Internship opportunities with AI companies.
The DataMites' Deep Learning Training Fee in India ranges from INR 18,348 to INR 44,000. This variation in cost likely reflects different levels of course content, duration, and possibly additional resources or support services included in the training program.
The Flexi-Pass for Deep Learning courses in India is a feature that offers students flexibility in attending training sessions. It typically allows learners to access multiple schedules for the same course over a certain period, often extending up to a few months. By opting for a Flexi-Pass, learners can ensure they don't miss out on crucial learning opportunities while managing their schedules effectively.
Upon successful completion of deep learning courses from DataMites, participants receive a certification accredited by the International Association of Business Analytics Certification (IABAC). This IABAC Certification is recognized globally and serves as a testament to the participant's proficiency and skills in deep learning, aligning with international standards and industry expectations.
If you miss a deep learning session in India, most institutions, including DataMites, provide access to recorded classes for later viewing. Additionally, some courses offer a Flexi-Pass, allowing you to attend the missed session in a different batch. Support materials like notes and presentations, along with instructor assistance, are also typically available to help you catch up.
Job connections and resume assistance.
Mock interviews and interview preparation.
Help Sessions.
Request additional help sessions for topic clarification.
Accepts payments through cash, net banking, checks, debit/credit cards, PayPal, and major credit cards like Visa, Mastercard, and American Express.
The DataMites Placement Assistance Team(PAT) facilitates the aspirants in taking all the necessary steps in starting their career in Data Science. Some of the services provided by PAT are: -
The DataMites Placement Assistance Team(PAT) conducts sessions on career mentoring for the aspirants with a view of helping them realize the purpose they have to serve when they step into the corporate world. The students are guided by industry experts about the various possibilities in the Data Science career, this will help the aspirants to draw a clear picture of the career options available. Also, they will be made knowledgeable about the various obstacles they are likely to face as a fresher in the field, and how they can tackle.
No, PAT does not promise a job, but it helps the aspirants to build the required potential needed in landing a career. The aspirants can capitalize on the acquired skills, in the long run, to a successful career in Data Science.