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AI Frameworks
AI frameworks and Machine Learning frameworks are libraries and tools that provide developers with the necessary functionality to build, train and test machine learning models. Machine learning frameworks are designed to make it easier to implement complex machine learning algorithms and applications. These frameworks provide pre-built modules for data processing, feature extraction, model selection, and evaluation of model performance. They also often include pre-trained models that can be fine-tuned for specific use cases, which can save time and effort in building new models from scratch.
Some popular machine learning frameworks include TensorFlow, PyTorch, Scikit-learn, Keras, and Caffe. Each of these frameworks has its own unique set of features and capabilities, as well as strengths and weaknesses, and they are often used in different areas of machine learning such as image and speech recognition, natural language processing, and anomaly detection.
Machine learning frameworks are used in a wide range of applications such as fraud detection, predictive analytics, recommender systems, and many more. They can help businesses make better decisions, improve customer experiences, and optimize operations.
Our Machine learning frameworks courses are programming courses that teach students how to build and work with machine learning models using popular frameworks such as TensorFlow, PyTorch, Scikit-learn, Keras, and Caffe. These courses typically start with the basics of machine learning, such as data processing, feature extraction, and model selection. Students will also learn about popular machine learning algorithms and how to apply them using the various frameworks. Machine learning frameworks courses cover a wide range of applications, such as image and speech recognition, natural language processing, and anomaly detection.
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WSQ – Building Your First Machine Learning Model with Python and Tensorflow
Embark on your journey into the realm of artificial intelligence with our WSQ-endorsed Basic Deep Learning with Tensorflow Keras course. This course provides an in-depth understanding of fundamental deep learning concepts, focusing on neural network architectures and how to implement them using Tensorflow Keras. With hands-on exercises and real-world examples, you'll learn the basics of designing, training, and tunin....$750.00 (GST-exclusive)$817.50 (GST-inclusive) -
WSQ – Developing Advanced Machine Learning Applications with Python and Tensorflow
Embark on a transformative journey with our WSQ-endorsed Pattern Recognition with Deep Learning course. You will delve into core concepts such as neural networks, feature extraction, and machine learning algorithms. Through hands-on projects and case studies, you'll gain practical experience in recognizing patterns and applying deep learning techniques to various types of data. By the end of this course, you'll have....$750.00 (GST-exclusive)$817.50 (GST-inclusive) -
WSQ - Predictive Analytics with PyTorch: Transform Your Data to Prediction
This course dives into the practical application of machine learning principles using PyTorch to extract valuable business insights from data. Participants will start with an overview of deep learning and PyTorch, including installation, basic operations, and gradient computation. The curriculum then advances to applying neural networks for regression and classification tasks, teaching how to develop predictive model....$750.00 (GST-exclusive)$817.50 (GST-inclusive) -
WSQ – Practical Reinforcement Learning for Beginners
Unlock the transformative power of artificial intelligence with our WSQ-endorsed Practical Reinforcement Learning for Beginners course. As one of the most dynamic fields in AI, reinforcement learning offers unparalleled opportunities for problem-solving and decision-making. This course guides you through the foundational algorithms and techniques, all while offering hands-on experience through real-world projects. Yo....$750.00 (GST-exclusive)$817.50 (GST-inclusive) -
WSQ – Building Advanced Machine Learning and AI Solutions with Pytorch
Embark on a groundbreaking journey with our WSQ-endorsed Pattern Recognition with Pytorch course. This course will introduce you to the complexities of recognizing patterns in data sets, utilizing Pytorch as the main framework. Through real-world examples and hands-on projects, you'll get to grips with neural networks, image recognition, and various machine learning algorithms, sharpening your skills in data analysis....$750.00 (GST-exclusive)$817.50 (GST-inclusive) -
WSQ - Practical Image Generation Using GAN, VAE, and Diffusion Models
Embark on a cutting-edge learning experience with our WSQ-endorsed Computational Modeling with Generative Adversarial Network (GAN) course. Dive deep into the world of GANs, an essential tool in modern data science and artificial intelligence. Through hands-on projects and interactive learning, you will understand how to create and use computational models for solving complex problems, giving you practical insights i....$800.00 (GST-exclusive)$872.00 (GST-inclusive) -
WSQ - Microsoft Azure AI Fundamentals (AI-900)
Mastering the basics in AI can help you jump-start your career and get ready to dive deeper into the other technical opportunities Azure offers. Artificial intelligence (AI) opens doors into possibilities that might have seemed like science fiction only yesterday. Using AI, you can build solutions, improve your apps and advance technology in many fields, including healthcare, financial management, and environmental p....$800.00 (GST-exclusive)$872.00 (GST-inclusive) -
WSQ - Basic Machine Learning with ScikitLearn Course
Step into the transformative world of machine learning with our WSQ-endorsed Basic Machine Learning with Scikit-Learn Course. Designed to provide you with a solid foundation, this course focuses on key ML algorithms and data processing techniques using the Scikit-Learn library. Through hands-on projects and practical exercises, you'll learn how to train models, make predictions, and validate results, gaining the skil....$750.00 (GST-exclusive)$817.50 (GST-inclusive) -
WSQ - Creating High-Performance AI-Powered Automated Speech Recognition Systems
This WSQ Creating High-Performance AI Powered Automated Speech Recognition Systems course equips you with the skills to design and implement advanced ASR systems tailored to business needs. You will learn how to analyze business drivers to create effective ASR applications using state-of-the-art techniques such as spectrograms, MFCC, and various search algorithms like greedy search and beam search. The course delves .... -
IBF - Data Analytics and Deep Learning for Financial Services
Embark on a transformative learning journey with our IBF-STS Data Analytics and Deep Learning for Financial Services course. Designed for financial professionals and data analysts, this course provides an in-depth understanding of data analytics techniques and deep learning models applicable to the financial services sector. Learn how to harness big data to create predictive models for risk assessment, portfolio opti....$1,600.00 (GST-exclusive)$1,744.00 (GST-inclusive) -
Deep Learning and Machine Learning with TensorFlow
Elevate your Machine and Deep Learning knowledge with our meticulously crafted TensorFlow course at Tertiary Courses. Beginning with fundamental TensorFlow 2 operations, participants will be introduced to the expansive world of Neural Networks, with hands-on learning in both Regression and Classification domains. Delve deeper into specialized arenas, understanding the intricacies of Convolutional Neural Networks for ....$498.00 (GST-exclusive)$542.82 (GST-inclusive) -
Basic Reinforcement Learning with Python
Unlock the potential of Reinforcement Learning (RL) with our meticulously crafted course at Tertiary Courses. Gain a foundational grasp of the intricate concepts of Markov Decision Process (MDP) and Reinforcement Learning (RL), ensuring a robust grounding in this cutting-edge AI technology. Our course also offers hands-on experience, allowing participants to learn and apply RL using the renowned OpenAI Gym and Stable....$300.00 (GST-exclusive)$327.00 (GST-inclusive) -
Advanced Keras Training
Delve into the advanced realm of Keras with Tertiary Courses and witness a transformative learning experience that promises to elevate your proficiency in neural networks. This intensive training is curated to address challenges posed by smaller datasets, guiding learners to harness potent techniques that optimize and refine models for stellar outcomes. Experience the power of the Functional API, a pivotal tool in Ke....$298.00 (GST-exclusive)$324.82 (GST-inclusive) -
Deep Learning for Image Classification Using Keras
Dive into the dynamic world of deep learning and discover the power of Keras for image classification. This course unveils the essential techniques and tools to unlock your potential in AI-driven computer vision projects. From the foundational concepts of neural networks to practical implementations, we cover it all. Whether you're an aspiring data scientist, a machine learning enthusiast, or a professional looking ....$498.00 (GST-exclusive)$542.82 (GST-inclusive) -
Deep Reinforcement Learning with Python
Step into the cutting-edge domain of Deep Reinforcement Learning (DRL) with our tailored program at Tertiary Courses. Beginning with the foundational concepts of Markov Decision Process (MDP) and Reinforcement Learning (RL), we ensure a profound understanding, setting the stage for more advanced subjects. With hands-on exercises, participants will grasp RL dynamics using prominent tools like OpenAI Gym and Stable Bas....$600.00 (GST-exclusive)$654.00 (GST-inclusive) -
5 Days Machine Learning Specialization
This Machine Learning Specialization introduces you to the exciting, high-demand field of Machine Learning. Through a series of hand on practical exercises, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, Computer Vision and Deep Learning. You will learn to analyze data and build intelligent applications that can make predictions from d....$1,500.00 (GST-exclusive)$1,635.00 (GST-inclusive) -
Build Large Language Models (LLM) and Deep Learning Applications with Keras 3
The Build Large Language Models (LLM) and Deep Learning Applications with Keras 3 course is an all-encompassing program for AI practitioners aiming to advance their skills in natural language processing and computer vision. Starting with an overview of Keras 3’s versatile architecture, participants will dive into backend integrations with TensorFlow, PyTorch, and JAX, explore KerasHub for pretrained models, and....$1,200.00 (GST-exclusive)$1,308.00 (GST-inclusive) -
Deep Learning with PyTorch
Embark on an enlightening journey into the realm of deep learning with PyTorch through Tertiary Courses. Our meticulously crafted curriculum begins with the foundational step of installing PyTorch, followed by elucidating math operations crucial for complex computations. As we traverse deeper, participants will gain hands-on experience in designing and implementing neural networks, the backbone of any deep learning a....$498.00 (GST-exclusive)$542.82 (GST-inclusive)
