Deep Learning
Dive into the transformative power of deep learning with our expert-led training course. Gain hands-on experience in building and deploying neural networks for real-world applications across industries. Enroll now to unlock the full potential of artificial intelligence.
Training Provider Pricing
Pax:
Features
Subsidies
What you'll learn
- Understand transfer learning and its applications in enhancing model performance.
- Deploy trained models to production environments.
- Learn to build, evaluate, and tune Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN).
- Understand the fundamental concepts of neurons and neural networks.
- Discover real-world applications of deep learning across various industries.
- Explore advanced topics such as gradient descent, backpropagation, and hyperparameter tuning.
- Gain proficiency in creating neural networks with Python.
- Apply deep learning models to real-world datasets for practical insights.
Why should you attend?
This comprehensive course offers a deep dive into the fascinating world of deep learning, covering everything from the foundational concepts of neural networks to advanced applications in various domains. Starting with an exploration of neurons and their significance in neuroscience, the course lays the groundwork for understanding how neural networks mimic these biological processes to solve complex problems. Participants will learn to create neural networks using Python, gaining hands-on experience with actual coding and implementation. As the course progresses, it delves into specific types of neural networks, including Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN), each section building on the last to provide a thorough understanding of how these networks function, learn, and are constructed. Practical sessions on building ANNs, CNNs, and RNNs using real-world datasets like bank customer churn, image classification, and stock prediction datasets enable participants to apply theoretical knowledge in practical scenarios. Moreover, the course covers essential techniques for evaluating and improving the performance of neural networks through tuning and hyperparameter adjustments. It also explores cutting-edge topics like transfer learning and model deployment, preparing learners to tackle current challenges in the field. The final modules focus on real-world applications of deep learning across various sectors, ensuring that participants understand the vast potential of these technologies.
Course Syllabus
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Ratings and Reviews
Instructor
Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of extensive experience in the IT and business sectors, having worked across multiple continents including the US, Europe, Asia, South America, and the Middle East. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.
Instructor
Dr. Mohammed Al-Obaydee is a distinguished trainer, academic, and industry expert with a robust background in computer science and engineering. Born on June 6, 1981, he holds Iraqi nationality and is proficient in Arabic, English, and Malay. Dr. Mohammed Al-Obaydee's academic journey began with a Bachelor’s degree in Electrical and Electronic Engineering from the University of Technology in 2004, followed by a Master’s degree in Computer Science from High Academia for Science and Human Science in 2007. He earned his Ph.D. in Information Science from Universiti Kebangsaan Malaysia (UKM) in 2016. Dr. Mohammed Al-Obaydee has been actively involved in academia as an Adjunct Associate Professor at Taylor’s University Lakeside Campus since August 2022, where he supervises master students and lectures on subjects such as Machine Learning, Parallel Computing, Data Analytics, and Data Engineering. His previous teaching roles include positions at KICT/IIUM and Philadelphia University Jordan, where he taught advanced topics like Advanced Data Structure with C++ and Program Analysis Techniques. In addition to his academic endeavors, Dr. Mohammed Al-Obaydee is a seasoned professional trainer certified by HRD Corp. He has delivered numerous training sessions on Data Science and Analytics as well as Applied AI Engineering at institutions like Brickfields Asia College/Veritas University College since September 2020. His expertise extends to industry projects such as building customer segmentation models for Amway Malaysia and providing training consultations for major corporations like OCBC Bank, HSBC Bank, Hitech Padu, EtiQa, and DELL Malaysia. Dr. Mohammed Al-Obaydee is also an accomplished researcher with several publications to his name, including award-winning papers presented at international conferences like ACSAT2014 and ITNG 2023. His research interests focus on machine vision inspection using combined global and local features, MRI medical image classification using deep learning techniques, and information overload effects. As the founder of INNOEYETIVE and AIC4ALL, Dr. Mohammed Al-Obaydee leverages AI and immersive technologies to enhance digital marketing strategies and educational experiences globally. His leadership roles extend to being the Head of IT and Marketing Department at Yallelite LTD in the UK since May 2019 and leading the Multimedia Department at Al-Wariseen Trust in Malaysia since July 2009. With over two decades of experience spanning academia, industry training, research supervision, and entrepreneurial ventures, Dr. Mohammed Al-Obaydee continues to make significant contributions to the fields of data science, artificial intelligence, machine learning, big data analytics, and immersive technology.
Course Reviews
This was an amazing course on Deep learning. I recommend this to anyone looking to learn the Deep Learning as a subject within advanced Artificial Intelligence.
It is nice and easy to follow instructions. Very good and clear explanations and the hands-on courses give you a good kickstart.
Excellent!!! Awesome course materials for the advanced level. Great course overall, immerse deep into the concepts.
Instructor Reviews
He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best.
I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist.
Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business
He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful
His knowledge of multiple subjects exceeds far greater than that of any IT or non-IT person I have met or interacted with in a long time. The breadth and depth of the subject matter he has acquired is exemplary.
Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took.
Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team.
Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions.
We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!
Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel
Courses you may like
Why should you attend?
This comprehensive course offers a deep dive into the fascinating world of deep learning, covering everything from the foundational concepts of neural networks to advanced applications in various domains. Starting with an exploration of neurons and their significance in neuroscience, the course lays the groundwork for understanding how neural networks mimic these biological processes to solve complex problems. Participants will learn to create neural networks using Python, gaining hands-on experience with actual coding and implementation. As the course progresses, it delves into specific types of neural networks, including Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN), each section building on the last to provide a thorough understanding of how these networks function, learn, and are constructed. Practical sessions on building ANNs, CNNs, and RNNs using real-world datasets like bank customer churn, image classification, and stock prediction datasets enable participants to apply theoretical knowledge in practical scenarios. Moreover, the course covers essential techniques for evaluating and improving the performance of neural networks through tuning and hyperparameter adjustments. It also explores cutting-edge topics like transfer learning and model deployment, preparing learners to tackle current challenges in the field. The final modules focus on real-world applications of deep learning across various sectors, ensuring that participants understand the vast potential of these technologies.
What you'll learn
- Understand transfer learning and its applications in enhancing model performance.
- Deploy trained models to production environments.
- Learn to build, evaluate, and tune Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN).
- Understand the fundamental concepts of neurons and neural networks.
- Discover real-world applications of deep learning across various industries.
- Explore advanced topics such as gradient descent, backpropagation, and hyperparameter tuning.
- Gain proficiency in creating neural networks with Python.
- Apply deep learning models to real-world datasets for practical insights.
Course Syllabus
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Course Reviews
This was an amazing course on Deep learning. I recommend this to anyone looking to learn the Deep Learning as a subject within advanced Artificial Intelligence.
It is nice and easy to follow instructions. Very good and clear explanations and the hands-on courses give you a good kickstart.
Excellent!!! Awesome course materials for the advanced level. Great course overall, immerse deep into the concepts.
Instructor Reviews
He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best.
I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist.
Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business
He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful
His knowledge of multiple subjects exceeds far greater than that of any IT or non-IT person I have met or interacted with in a long time. The breadth and depth of the subject matter he has acquired is exemplary.
Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took.
Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team.
Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions.
We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!
Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel
Training Provider Pricing
Pax:
Features
Subsidies
Ratings and Reviews
Instructors
Tarun Sukhani is a distinguished professional trainer and consultant with over 25 years of extensive experience in the IT and business sectors, having worked across multiple continents including the US, Europe, Asia, South America, and the Middle East. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.
Dr. Mohammed Al-Obaydee is a distinguished trainer, academic, and industry expert with a robust background in computer science and engineering. Born on June 6, 1981, he holds Iraqi nationality and is proficient in Arabic, English, and Malay. Dr. Mohammed Al-Obaydee's academic journey began with a Bachelor’s degree in Electrical and Electronic Engineering from the University of Technology in 2004, followed by a Master’s degree in Computer Science from High Academia for Science and Human Science in 2007. He earned his Ph.D. in Information Science from Universiti Kebangsaan Malaysia (UKM) in 2016. Dr. Mohammed Al-Obaydee has been actively involved in academia as an Adjunct Associate Professor at Taylor’s University Lakeside Campus since August 2022, where he supervises master students and lectures on subjects such as Machine Learning, Parallel Computing, Data Analytics, and Data Engineering. His previous teaching roles include positions at KICT/IIUM and Philadelphia University Jordan, where he taught advanced topics like Advanced Data Structure with C++ and Program Analysis Techniques. In addition to his academic endeavors, Dr. Mohammed Al-Obaydee is a seasoned professional trainer certified by HRD Corp. He has delivered numerous training sessions on Data Science and Analytics as well as Applied AI Engineering at institutions like Brickfields Asia College/Veritas University College since September 2020. His expertise extends to industry projects such as building customer segmentation models for Amway Malaysia and providing training consultations for major corporations like OCBC Bank, HSBC Bank, Hitech Padu, EtiQa, and DELL Malaysia. Dr. Mohammed Al-Obaydee is also an accomplished researcher with several publications to his name, including award-winning papers presented at international conferences like ACSAT2014 and ITNG 2023. His research interests focus on machine vision inspection using combined global and local features, MRI medical image classification using deep learning techniques, and information overload effects. As the founder of INNOEYETIVE and AIC4ALL, Dr. Mohammed Al-Obaydee leverages AI and immersive technologies to enhance digital marketing strategies and educational experiences globally. His leadership roles extend to being the Head of IT and Marketing Department at Yallelite LTD in the UK since May 2019 and leading the Multimedia Department at Al-Wariseen Trust in Malaysia since July 2009. With over two decades of experience spanning academia, industry training, research supervision, and entrepreneurial ventures, Dr. Mohammed Al-Obaydee continues to make significant contributions to the fields of data science, artificial intelligence, machine learning, big data analytics, and immersive technology.
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