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You will have a team of experts training you when you start with this Artificial Intelligence course in Ireland by Intellipaat. Our Artificial Intelligence training course includes topics such as TensorFlow, Deep Learning, Keras, etc. and projects with vast applications in the industry, along with 24/7 support. This is the best-designed AI course in Ireland to get certified as an AI professional.
At Intellipaat, you will learn all the latest concepts and techniques of this domain such as binary classification, autoencoders, time-series predictions, image processing, vectorization, and logic gates, among others, and will work on hands-on projects.
No. You don’t need any prior experience or skill to enroll in these Artificial Intelligence courses in Ireland by Intellipaat.
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1.1 Field of machine learning, its impact on the field of artificial intelligence
1.2 The benefits of machine learning w.r.t. Traditional methodologies
1.3 Deep learning introduction and how it is different from all other machine learning methods
1.4 Classification and regression in supervised learning
1.5 Clustering and association in unsupervised learning, algorithms that are used in these categories
1.6 Introduction to ai and neural networks
1.7 Machine learning concepts
1.8 Supervised learning with neural networks
1.9 Fundamentals of statistics, hypothesis testing, probability distributions
2.1 Multi-layer network introduction, regularization, deep neural networks
2.2 Multi-layer perceptron
2.3 Overfitting and capacity
2.4 Neural network hyperparameters, logic gates
2.5 Different activation functions used in neural networks, including relu, softmax, sigmoid and hyperbolic functions
2.6 Back propagation, forward propagation, convergence, hyperparameters, and overfitting.
3.1 Various methods that are used to train artificial neural networks
3.2 Perceptron learning rule, gradient descent rule, tuning the learning rate, regularization techniques, optimization techniques
3.3 Stochastic process, vanishing gradients, transfer learning, regression techniques
4.1 Understanding how deep learning works
4.2 Activation functions, illustrating perceptron, perceptron training
4.3 multi-layer perceptron, key parameters of perceptron;
4.4 Tensorflow introduction and its open-source software library that is used to design, create and train
4.5 Deep learning models followed by google’s tensor processing unit (tpu) programmable ai
4.6 Python libraries in tensorflow, code basics, variables, constants, placeholders
4.7 Graph visualization, use-case implementation, keras, and more.
5.1 Keras high-level neural network for working on top of tensorflow
5.2 Defining complex multi-output models
5.3 Composing models using keras
5.3 Sequential and functional composition, batch normalization
5.4 Deploying keras with tensorboard, and neural network training process customization.
6.1 Using tflearn api to implement neural networks
6.2 Defining and composing models, and deploying tensorboard
7.1 Mapping the human mind with deep neural networks (dnns)
7.2 Several building blocks of artificial neural networks (anns)
7.3 The architecture of dnn and its building blocks
7.4 Reinforcement learning in dnn concepts, various parameters, layers, and optimization algorithms in dnn, and activation functions.
8.1 What is a convolutional neural network?
8.2 Understanding the architecture and use-cases of cnn
8.3‘What is a pooling layer?’ how to visualize using cnn
8.4 How to fine-tune a convolutional neural network
8.5 What is transfer learning?
8.6 Understanding recurrent neural networks, kernel filter, feature maps, and pooling, and deploying convolutional neural networks in tensorflow.
9.1 Introduction to the rnn model
9.2 Use cases of rnn, modeling sequences
9.3 Rnns with back propagation
9.4 Long short-term memory (lstm)
9.5 Recursive neural tensor network theory, the basic rnn cell, unfolded rnn, dynamic rnn
9.6 Time-series predictions.
10.1 Gpu’s introduction, ‘how are they different from cpus?,’ the significance of gpus
10.2 Deep learning networks, forward pass and backward pass training techniques
10.3 Gpu constituent with simpler core and concurrent hardware.
11.1 Introduction rbm and autoencoders
11.2 Deploying rbm for deep neural networks, using rbm for collaborative filtering
11.3 Autoencoders features and applications of autoencoders.
12.1 Image processing
12.2 Natural language processing (nlp) – Speech recognition, and video analytics.
13.1 Automated conversation bots leveraging any of the following descriptive techniques:  Ibm watson, Microsoft’s luis, Open–closed domain bots,
13.2 Generative model, and the sequence to sequence model (lstm).
Auto-Encoder Assignment
As part of this assignment, you have to implement an LSTM encoder. Create an input sequence of numbers. Build an LSTM RNN model on topRead More..
CNN Assignment
In this assignment, you have to build your convolutional Neural Network using MNIST dataset. For this, you will have to download the MNIST dataset throughRead More..
Binary Classification on ‘Customer_Churn’ Using Keras
In this project, you will have to analyze the data of a telecom company to find insights and stop customers from churning out to otherRead More..
Face Detection Project
For the project, you will be using Python 3.5(64-bit) with OpenCV for face detection. The system will have to be able to detect multiple facesRead More..
Keras Assignment
Build a sequential model using Keras on top of this Diabetes dataset to find out if a patient has diabetes or not. You will useRead More..
MLP Assignment
You will be detecting wine fraud using Neural Networks as a part of this assignment. You will use the latest version of SciKit Learn (>0.18).Read More..
AI and Deep Learning Intro Assignment
For this assignment, you will need to install Anaconda on your system with Python version 3.6 or above. Create a TensorFlow environment, download TensorFlow, andRead More..
RNN Assignment
As part of the assignment, you will be using an airline-passenger dataset to predict the number of passengers for a particular month. Write a simpleRead More..
TensorFlow Assignment
Through this assignment, you will learn to create a session in TensorFlow. You will define constants and perform computations using the session, print ‘Hello World’Read More..
TFLearn Assignment
In this assignment, you will be required to find out the factors that lead up to a patient having cancer. You will need to loadRead More..
The entire content of this Artificial Intelligence course in Ireland is developed by leading AI professionals to help you find the best Artificial Intelligence Engineering jobs at top MNCs. During the certification training, you will work on real-world projects that will help you evaluate your skills to face real-time business scenarios. Thus, they will help you accelerate your career smoothly.
Upon the completion of this Artificial Intelligence online course in Ireland, there will be quizzes that reflect the type of questions asked in the certification exam, which will help you score better.
Intellipaat will award you the course completion certification when the Artificial Intelligence training in Ireland is over, and you successfully execute the project work (and get it reviewed), along with scoring at least 60 percent marks on the quiz conducted by Intellipaat. This certification is well-recognized by top 80+ MNCs, namely, Ericsson, Saint-Gobain, Cisco, Sony, Cognizant, Mu Sigma, Genpact, Standard Chartered, Hexaware, TCS, etc.
Gajraj Singh
Intellipaat offered fully updated learning material in this best Artificial Intelligence course in Ireland with placement. The video quality and other course materials were appreciable. I would definitely recommend Intellipaat’s best AI course to my friends.
Samar Jain
Intellipaat’s Artificial Intelligence training in Ireland had great projects, including building chatbots and other cool real-world applications. The entire AI online course was up to the mark. I found it one of the best AI courses online.
Mary Jain
The trainers of this best Artificial Intelligence course online simplified the topics of Artificial Intelligence, Machine Learning, and TensorFlow to help even an average learner grasp these toughest concepts. Thank you, Intellipaat!
An excellent Artificial Intelligence course in Ireland! I found Intellipaat's training team to be talented in their respective domains. My training was very good as it helped me in upgrading my skills, which proved to be a turning point in my career. Intellipaat's mentor was well-experienced, and his teaching method was really great. These AI and Machine Learning courses in Ireland helped me get aRead More..
The best AI training online. My decision to learn from Intellipaat was the best to upgrade my career. This course gave me a thorough understanding of the subject. I recently completed my course with this Artificial Intelligence institute in Ireland and experienced good quality teaching offered by them.
Genuine platform for learning. I finished my Artificial Intelligence course in Ireland recently from Intellipaat. The trainers were excellent in teaching. Further, the course was well-structured, and the lectures were really flexible. I was working, and I still got the time to complete the course within the given time. It was possible because of the 24/7 support system and the clarity of their teaching. Besides,Read More..
Amazing learning experience. It was a great learning experience with Intellipaat. The courseware was comprehensive and had a variety of materials such as videos, PPTs, and PDFs that were neatly organized. Further, there were hands-on projects, assignments, and code files for each module. And most importantly, the support I received as a learner while pursuing my Artificial Intelligence course in Ireland was exemplary.
Intellipaat has been making its AI course accessible for learners in Ireland through online sessions. You can be living in any city, and you will always have full access to our course whether you are in Dublin, Galway, Cork, Limerick, Killarney, Waterford, etc.
Intellipaat offers one of the top AI courses in Ireland that will help you become an AI expert. Other courses such as R Certification, Data Science, Machine Learning, etc. are hands-on practical-based training programs.
Our instructors at Intellipaat will create an immersive online learning experience for the learners of our Artificial Intelligence course. You will be able to attend the sessions from anywhere online, while the proceedings of all these classes will be recorded. By the time you are done with the training, your experience will be as good as 6 months’ experience in the industry.
At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.
Intellipaat is offering the 24/7 query resolution, and you can raise a ticket with the dedicated support team at anytime. You can avail of the email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our trainers.
You would be glad to know that you can contact Intellipaat support even after the completion of the training. We also do not put a limit on the number of tickets you can raise for query resolution and doubt clearance.
Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.
You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.
You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.
Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.
Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.
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