DEEP LEARNING WITH PYTHON COURSE

• What is a neural network?
• Supervised Learning with Neural Networks - Python
• How Deep Learning is different from Machine Learning

• What is Machine Learning?
• Supervised Machine Learning algorithms
• K-Nearest Neighbors (KNN) concept and application
• Naive Bayes concept and application
• Logistic Regression concept and application
• Classification Trees concept and application
• Unsupervised Machine Learning algorithms
• Clustering with K-means concept and application
• Hierarchial Clustering concept and application

• Restricted Boltzmann Machines
• Deep Belief Nets
• Convolutional Networks
• Recurrent Nets
• Autoencoders

• Deep L-layer neural network
• Forward Propagation in a Deep Network
• Building blocks of deep neural networks
• Parameters vs Hyperparameters

• Deep Learning Use Cases
• Deep Neural Network - Application

Artificial Intelligence(AI) entered the mainstream and revolutionized the way we do the business. It won't surprise you to know that more than 50% of current roles humans perform will be replaced by AI in the next 3 to 5 years. There is already a big demand for AI specialists and this demand will be exponentially growing in the coming years.

Deep Learning with Python courses will get you ready for an AI career. Deep Learning is also one of the highly coveted skills in the tech industry. This course covers popular Deep Learning algorithms: Convolutional Networks, BatchNorm, RNNS, etc., with the case studies from autonomous driving, healthcare, Natural language processing, etc., With this course, you will not only master the concept behind deep learning but also see the application of the real world.

• Introduce Deep Learning AI algorithms
• Improving Deep Learning models with Optimization and Hyperparameter tuning
• Convolutional Neural Networks
• Structuring Deep Learning Projects
• Hands-on Case Study

• Machine Learning essential knowledge is mandatory
• Basic Python programming skills is required.

Artificial Intelligence is revolutionizing the way business and gaining Deep Learning skills will make you a scare, highly in demand resource, and has the potential to supercharge your career growth. In simple words, this course will help you build a career in the most coveted domain, AI.

This course is an advanced course, professionals with essential knowledge in Machine Learning and aspiring to be AI specialists can opt.

• Professionals aspiring to become AI specialist
• Machine learning professionals wanted to move up this the ladder with AI skills

This course covers most of the popular deep learning algorithms along with the application on a case study. This course will help you build an AI career in an effective manner.

At DataMites™, we truly believe and very excited about this big wave of Data Science. DataMites™ work with globally renowned Machine Learning experts in designing as well delivering training course. There are millions of jobs and business opportunities in Data Science across the globe as of today and this is only going to increase exponentially in the coming years.

DataMites is founded by a group of passionate Data Science evangelists with decades of experience in Analytics, big data and Data Science working with fortune 100 companies, across the globe. The mission of DataMites™ is to enable data science professionals with strong data science skills aligned market requirements and be a part of this phenomenal Data Science era.

• PASSIONATE: We are passionate about enabling professionals with best practice Data Science skills
• ACCREDITED: DataMites™ is accredited with "International Association of Bussiness Analytics Certifications (IABAC™)", aligning the syllabus with global market requirements
• HANDS-ON PROJECTS : On course completion, worthy candidates are involved in consulting assignments at building block levels to provide real-time exposure, thus supporting them to gain the confidence to work in real-world Data Science projects
• JOB ASSISTANCE: A dedicated team, Placement Assistance Team (PAT), is tasked to assist candidates in preparing for the first Data Science job and mapping the job requirements to the  individual candidate profile.
• FLEXIBLE LEARNING: DataMites™ provides flexible learning options from traditional classroom to Virtual classroom, Instructor-led online and self-learning.
• LIBRARY: A Data Science library with a collection of valuable Data Science books and publications, assisted check-in/check-out options.
• DATA SCIENCE LAB: Access to Cloud Data Science lab with popular platforms, R, Python, Tensorflow etc.,

Python programming is a widely adopted language used for website and application development, operations management, and data analysis.

The name "Python" was inspired by the scripts of the 1970s BBC comedy series "Monty Python's Flying Circus." Guido van Rossum sought a concise and memorable name that would pique curiosity.

Python was created by Guido van Rossum in 1991 and later developed by the Python Software Foundation. It was designed to enable programmers to express concepts using concise and readable code.

DataMites™ provide flexible learning options from traditional classroom training, lastest virtual live classroom to distance course. Based on your location preference, you may have one or more learning options

This course is perfectly aligned to the current industry requirements and gives exposure to all latest techniques and tools. The course curriculum is designed by specialists in this field and monitored improved by industry practitioners on continual basis.

All certificates can be validated with your unique certification number at IABAC.org portal. You also get candidate login at exam.iabac.org , where can find your test results and other relevant validation details.

The results of the Exam are immediate, if you take online test at exam.iabac.org portal. The certificate issuance, as per IABAC™ terms, takes about 7-10 bussiness days for e-certificate.

No, the exam fees are already included in the course fee and you will not be charged extra.

Course fee needs to be paid in one payment as it is required to block your seat for the entire course as well as book the certification exams with IABAC™. In case, if you have any specific constrains, your relation manager at DataMites™ shall assist you with part payment agreements

DataMites™ has a dedicated Placement Assistance Team(PAT), who work with candidates on individual basis in assisting for right Data Science job.

You get 100% refund training fee if you the training is not to your satisfaction but the exam fee will not be refunded as we pay to accreditation bodies. If the refund is due to your availability concerns, you may need to talk to the relationship manager and will be sorted out on case to case basis

DataMites™ provides loads of study materials, cheat sheets, data sets, videos so that you can learn and practice extensively. Along with study materials, you will get materials on job interviews, new letters with latest information on Data Science as well as job updates.

Yes, proficiency in Python is a prerequisite for a deep learning course. Python is widely used in the field of deep learning due to its rich ecosystem of libraries and frameworks tailored for machine learning tasks. With libraries like TensorFlow and PyTorch, Python offers extensive support for implementing and training deep neural networks. Therefore, a solid understanding of Python is essential to effectively work with complex models and process large datasets in a deep learning course.