Deep Learning Course With Tensorflow Certification Training in Toronto | Updated 2025
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Deep Learning with TensorFlow Training in Toronto

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  • Classes for Both Beginners and Advanced Students.
  • Deep Learning with TensorFlow: CDS Allows you to Learn by Doing.
  • Deep Learning with TensorFlow Offers the Best Interview Preparation Training.
  • The Student Portal, Study Material, videos, and Top MNC Interview Questions are Recorded.
  • At an Affordable Price, a well Prepared Curriculum.
  • Read by a Deep Learning with TensorFlow Certified Expert with more than 12 years.
  • 14392+ Trained students, 370+ Recruited Customers.
  • Next Deep Learning Course with TensorFlow Batch to Begin this week – Enroll Your Name Now!

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      Excite Your Career Opportunities with Our Deep Learning with Tensor Flow training

      • Our Deep Learning with Tensor Flow Training path blends an vital information of critical topics with a hands-on method to deliver extraordinary training.
      • In this hands-on Deep Learning with Tensor Flow direction, you'll have a look at processes to leverage Spark's top notch practices, decorate answers that run at the Apache Spark platform, and take gain of Spark’s green use of memory and practical programming model.
      • Learn to supercharge your information with Deep Learning with TensorFlow, a big information platform well-relevant for iterative algorithms required through graph analytics and tool learning.
      • Deep Learning with TensorFlow Course gives a wonderful combination of in-intensity theoretical statistics and Sturdy sensible abilties through the implementation of real-existence Spark responsibilities to offer you a headstart and permit you to bag pinnacle Deep Learning with TensorFlow jobs withinside the industry.
      • This Deep Learning with TensorFlow path will help you could gain of critical, in-name for Deep Learning with TensorFlow abilties and boom aggressive gain for a Thrilling career as a Spark Developer.
      • You could have complete help and real-time assignment assist from professional professionals during the training.
      • Concepts: Essential Programming, Essential basics of Linear Algebra, Selected topics of Machine Learning, Basics of Neural Network, Introduction to Convolutional Neural Network, Different Layers in CNN pipeline, Transfer Learning, Object Detection and Localization, Autoencoders, Time Series Modelling, GANs, Model Free Approaches in Reinforcement Learning, Behavioral Cloning and Deep Q Learning, Deep Learning in Action.
      • START YOUR CAREER WITH Deep Learning Course with TensorFlow COURSE THAT GETS YOU A JOB OF UPTO 8 LACS IN JUST 75 DAYS!

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      Upcoming Batches For Classroom and Online

      Weekdays
      15 - Dec - 2025
      08:00 AM & 10:00 AM
      Weekdays
      17 - Dec - 2025
      08:00 AM & 10:00 AM
      Weekends
      20 - Dec - 2025
      (10:00 AM - 01:30 PM)
      Weekends
      21 - Dec - 2025
      (09:00 AM - 02:00 PM)
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      • Learn basic maths and logical thinking to solve problems easily.
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      • Practice company-based interview questions.
      • Take online assessment tests to crack interviews
      • Practice confidently with real-world interview and project-based questions.
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      🧪 LMS Online Learning Platform

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      Curriculum

      Syllabus of Deep Learning with TensorFlow Course in Toronto
      Module 1: 1. Essential Programming
      • 1. Introduction to Deep Learning
      • 2. Introduction to Numpy
      • 3. Introduction to Tensorflow and Keras
      Module 2: Essential basics of Linear Algebra
      • 1. Solution of Equations, row and column Interpretation
      • 2. Vector Space Properties
      • 3. Partial Derivative of Polynomial and Two conditions for Local Minima
      • 4. Physical Interpretation of gradient (Direction of Maximum Change)
      • 5. Matrix Vector Multiplication
      • 6. EVD and interpretation of Eighen Vectors
      • 7. Linear Independence and Rank of Matrix
      • 8. Orthonormal Matrices, Projection Matrices, Vandemonde Matrix, Markov Matrix, Symmetric, Block Diagonal
      Module 3: Selected topics of Machine Learning
      • 1. Intuition behind Linear Regression, classification
      • 2. Grid Search
      • 3. Gradient Descent
      • 4. Training Pipeline
      • 5. Metrics ROC Curve, Precision Recall Curve
      • 6. Calculating Entropy
      Module 4: Basics of Neural Network
      • 1. Evolution of Perceptrons, Hebbs Principle, Cat Experiment
      • 2. Single layer NN
      • 3. Tensorflow Code
      • 4. Multilayer NN
      • 5. Back propagation, Dynamic Programming
      • 6. Mathematical Take on NN
      • 7. Function Approximator
      • 8. Link with Linear Regression
      • 9. Dropout and Activation
      • 10. Optimizers and Loss Functions
      Module 5: Introduction to Convolutional Neural Network
      • 1. 1D and 2D Convolution
      • 2. Why CNN for Images and speech?
      • 3. Convolution Layer
      • 4. Coding Convolution Layer
      • 5. Learning Sharpening using single convolution Layer in Tensor-Flow
      Module 6: Different Layers in CNN pipeline
      • 1. Convolution
      • 2. Pooling
      • 3. Activation
      • 4. Dropout
      • 5. Batch Normalization
      • 6.Object Classification
      • 7. Creating Batch in Tensorflow and Normalize
      • 8. Training MNIST and CIFAR datasets
      • 9. Understanding a pre-trained Inception Architecture
      • 10. Input Augmentation Techniques for Images
      Module 7: Transfer Learning
      • 1. Finetuning last layers of CNN Model
      • 2. Selecting appropriate Loss
      • 3. Adding a new class in the last Layer
      • 4. Making a model Fully Convolutional for Deployment
      • 5. Finetune Imagenet for Cats vs Dog Classification.
      Module 8: Object Detection and Localization
      • 1. Different types of problem in Objects
      • 2. Difficulties in Object Detection and Localization
      • 3. Fast RCNN
      • 4. Faster RCNN
      • 5. YOLO v1-v3
      • 6. SSD
      • 7. MobileNet
      Module 9: Autoencoders
      • 1. Image Compression Simple Autoencoder
      • 2. Denoising Autoencoder
      • 3. Variational Autoencoder and Reparematrization Trick
      • 4. Robust Word Embedding using Variational Autoencoder
      Module 10: Time Series Modelling
      • 1. Evolution of Recurrent Structures
      • 2. LSTM, RNN, GRU, Bi-RNN, Time-Dense
      • 3. Learning a Sine Wave using RNN in Tensorflow
      • 4. Creating Autocomplete for Harry Potter in Tensorflow
      Module 11: GANs
      • 1. Generative vs Discrimative Models
      • 2. Theory of GAN
      • 3. Simple Distribution Generator in Tensorflow using MCMC (Markov Chain Monte Carlo)
      • 4. DCGAN,WGANs for Images
      • 5. InfoGANs, CycleGANs and Progressive GANs
      • 6. Creating a GAN for generating Manga Art
      Module 12: Model Free Approaches in Reinforcement Learning
      • 1. Model Free Prediction
      • 2. Monte Carlo Prediction and TD Learning
      • 3. Model Free Control with REINFORCE and SARSA Learning
      • 4. Assignment : Implementation of REINFORCE and SARSA Learning in Gridworld
      • 5. Off policy vs On Policy Learning
      • 6. Importance Sampling for Off Policy Learning
      • 7. Q Learning
      Module 13: Behavioral Cloning and Deep Q Learning
      • 1. Understanding Deep Learning as Function Approximator
      • 2. Theory of Behavioral Cloning and Deep Q Learning
      • 3. Revisiting Point Collector Example in Unity and
      • 4. Assignment : Training Cartpole Example via Deep Q Learning
      Module 14: Deep Learning in Action
      • 1. Face Detection using Yolo-v3
      • 2. Building Autocomplete Feature using RNNs
      • 3. Real-time Depth Prediction and Pose Estimation
      • 4. How is Deep Learning used in Autonomous Driver Assistant systems
      • 5. Tips and Tricks for scaling and easy Deployment of Deep Learning Models
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      Course Objectives

      Tensorflow is the most popular and best Deep Learning Framework out there. All of these applications can be accomplished with Tensorflow. The reason for its popularity is the ease with which developers can build and deploy applications.
      Building ML models involves much more than just knowing ML concepts—it requires coding to do the data management, parameter tuning, and parsing results needed to test and optimize your model.
      • Create and train deep neural networks, find critical architecture parameters, and apply vectorized neural networks and deep learning to applications.
      • TensorFlow allows you to train test sets, measure variance for deep learning applications, apply conventional techniques and optimization algorithms, and build neural networks.
      • Create a CNN and utilize it for detection and identification tasks, make art using neural style transfer, and apply algorithms to image and video data.
      • To execute NER and Question Answering, build and train RNNs, deal with NLP and Word Embeddings, and employ HuggingFace tokenizers and transformer models.
      We are happy and proud to say that we have a strong relationship with over 700+ small, mid-sized, and MNCs. Many of these companies have openings in Deep Learning with TensorFlow. Moreover, we have a very active placement cell that provides 100% placement assistance to our students. The cell also contributes by training students in mock interviews and discussions even after the course completion.
      Each step should take 4–6 weeks to complete. And assuming you followed all of the above faithfully, you'll have a solid foundation in deep learning in roughly 26 weeks from the time you started.
      • Should be able to come up with ideas and experiment with different algorithms to tackle the challenge.
      • To bring order to unstructured data, use NLP, computer vision, and machine learning approaches.
      • It's a benefit if you have experience extracting signals from noise in large unstructured datasets.
      • Design, code, train, test, deploy, and iterate on enterprise-scale machine learning systems alongside the Engineering Team.
      • Work alongside an excellent, cross-functional team across Engineering, Product, and Design.
        Understanding why/how those work, and how to generalize/build on them is really hard - the deep learning bit is easy. Similarly, there is a lot of exciting research on understanding why and how these deep neural networks work. There is also a feeling in the field that low-hanging for deep learning is disappearing.

      What are the skills I gained from TensorFlow Deep Learning Training in Toronto?

      • Artificial Neural Network
      • Convolutional
      • Neural Network
      • Tensorflow
      • Recurrent Neural Network
      • Deep Learning
      • Backpropagation
      • Python Programming
      • Neural Network Architecture
      • Mathematical Optimization

      Is it worthwhile to learn TensorFlow for deep learning?

        The Deep Learning Specialization is a fundamental program that will enable you to participate in the creation of cutting-edge AI technology by helping you grasp the capabilities, problems, and repercussions of deep learning. You'll learn how to create and train neural network architectures like Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Transformers, as well as how to improve them with tactics like Dropout, BatchNorm, Xavier/He initialization, and more in this Specialization.

      Will I be able to start working on the project after the Deep Learning with TensorFlow Online Certification is completed?

      • Create and train deep neural networks, vectorize neural networks, determine architecture parameters, and use deep learning in your applications.
      • Build DL applications using best practices for training and developing test sets, analyzing bias/variance, using conventional NN approaches, applying optimization algorithms, and implementing a neural network in TensorFlow.
      • Apply end-to-end, transfer, and multi-task learning strategies, grasp complex ML settings, and apply for end-to-end, transfer, and multi-task learning.

      What are the Benefits of Deep Learning with TensorFlow in Today's Booming Technologies?

        Tensorflow is used internally at Google to power all of its machine learning and AI. Google's data centers are powered using AI and TensorFlow to help optimize the usage of these data centers to reduce bandwidth, to ensure network connections are optimized, and to reduce power consumption.

      Are there any requirements for enrolling in Deep Learning using TensorFlow?

        Participants should have a basic understanding of programming foundations, a reasonable comprehension of statistics and mathematics, and a strong understanding of machine learning ideas before taking this Deep Learning certification training.
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      Overview of Deep Learning with TensorFlow Training in Toronto

      The ACTE Data Science with Python Course was created after working with an industry specialist. The rationale for this is because ACTE wants to incorporate the themes and approaches that are used and in demand in the business – and to do so using pedagogy that is used in universities across the country. As a result, ACTE helps our students become more job-ready, and this course is the first step toward a Data Science with Python career.

      Our Data Science with Python Training is meant to take you to step by step through the ideas of Data Science with Python, from basic systems to sophisticated programming features. This Data Science with Python Course will also teach you about Core Data Science with Python Course 8, operators, arrays, loops, methods, and constructors, as well as provide you with practical experience with JDBC and the JUnit framework. Our Data Science with Python Online Certification is well-equipped with lab facilities and superior infrastructure to provide you with hands-on Certification experience.

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      Need customized curriculum?

      Best Practising on Live Deep Learning with TensorFlow Training Projects

      Project 1
      Optical Character Recognition

      It allows extracting text in images into text format to achieve document deblurring and edge detection.

      Project 2
      Image Classification

      Image Classification involves classifying an image into a fixed number of classes based on its content.

      Project 3
      Gesture Controlled Game

      In this project, users can control an onscreen paddle by moving their hands in front of a webcam.

      Project 4
      Classification of Shopping Products

      This project is to achieve the auto-classification of over a dozen million new products a day.

      Our Top Hiring Partner for Placements

        ACTE Offers placement opportunities as add-on to every student / professional who completed our classroom or Online Deep Learning with TensorFlow Training in Toronto. Some of our Students are working in these companies listed below.
      • To guarantee that you are skilled with the Tableau application, the program comprises 30 hours of hands-on training.
      • We have ties to major Indian firms that may be able to assist trainees. Students will be recruited by companies like HCL, Wipro, Dell, Accenture, Google, CTS, TCS, and IBM.
      • ACTE will educate students by developing and disseminating a one-of-a-kind student portal. throughout the entire Section
      • Once students have finished 50% of the Course Training course curriculum, we will set up interview calls for them and prepare them for face-to-face meetings with potential MNCs.
      • Instructors support students in resuming attempts to address current industrial challenges.
      • Our team has a group discussion with the students after the course.
      • A staff of Placement Guides works with students to help them find the greatest match for them.
      • On separate placement student sites, all of the stated interview dates and documentation are available.

      Get Certified By Oracle & Industry Recognized ACTE Certificate

      Acte Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher's as well as corporate trainees. Our certification at Acte is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC's of the world. The certification is only provided after successful completion of our training and practical based projects.

      Complete Your Course

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      About Experienced Deep Learning Trainer

      • Our Training Instructors are well-known specialists with at least seven years of experience in their industries who work for big worldwide corporations.
      • Instructors have access to some maintenance resources since they maintain Training locations, which they might use during Training sessions to achieve specific goals.
      • Cognizant, Dell, Infosys, IBM, L&T InfoTech, TCS, and HCL Technologies are just a handful of the firms where our Educators have worked.
      • Trainers may use the worker Referral Hiring approach to assist persons in obtaining a job in specific circumstances.
      • Our instructors are corporate professionals who have created cardiovascular fitness programs to provide students with the greatest possible teaching.
      • Certification Instructors will discuss the essentials of employer evaluation once you've read the Guide.
      • Our hands-on training will provide you with industry-relevant skills that will aid in the advancement of your career in a rapidly evolving profession.

      Authorized Partners

      ACTE TRAINING INSTITUTE PVT LTD is the unique Authorised Oracle Partner, Authorised Microsoft Partner, Authorised Pearson Vue Exam Center, Authorised PSI Exam Center, Authorised Partner Of AWS .
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            Career Support

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            Exclusive access to ACTE Job portal

            Mock Interview Preparation

            1 on 1 Career Mentoring Sessions

            Career Oriented Sessions

            Resume & LinkedIn Profile Building

            We Offer High-Quality Training at The Lowest Prices.

            Affordable, Quality Training for Freshers to Launch IT Careers & Land Top Placements.

            What Makes ACTE Training Different?

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            Affordable Fees

            Competitive Pricing With Flexible Payment Options.

            Higher Fees With Limited Payment Options.

            Industry Experts

            Well Experienced Trainer From a Relevant Field With Practical Training

            Theoretical Class With Limited Practical

            Updated Syllabus

            Updated and Industry-relevant Course Curriculum With Hands-on Learning.

            Outdated Curriculum With Limited Practical Training.

            Hands-on projects

            Real-world Projects With Live Case Studies and Collaboration With Companies.

            Basic Projects With Limited Real-world Application.

            Certification

            Industry-recognized Certifications With Global Validity.

            Basic Certifications With Limited Recognition.

            Placement Support

            Strong Placement Support With Tie-ups With Top Companies and Mock Interviews.

            Basic Placement Support

            Industry Partnerships

            Strong Ties With Top Tech Companies for Internships and Placements

            No Partnerships, Limited Opportunities

            Batch Size

            Small Batch Sizes for Personalized Attention.

            Large Batch Sizes With Limited Individual Focus.

            LMS Features

            Lifetime Access Course video Materials in LMS, Online Interview Practice, upload resumes in Placement Portal.

            No LMS Features or Perks.

            Training Support

            Dedicated Mentors, 24/7 Doubt Resolution, and Personalized Guidance.

            Limited Mentor Support and No After-hours Assistance.

            Deep Learning Course with TensorFlow Course FAQs

            Looking for better Discount Price?

            Call now: +91-7669 100 251 and know the exciting offers available for you!
            • ACTE is the Legend in offering placement to the students. Please visit our Placed Students List on our website
            • We have strong relationship with over 700+ Top MNCs like SAP, Oracle, Amazon, HCL, Wipro, Dell, Accenture, Google, CTS, TCS, IBM etc.
            • More than 3500+ students placed in last year in India & Globally
            • ACTE conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
            • 85% percent placement record
            • Our Placement Cell support you till you get placed in better MNC
            • Please Visit Your Student Portal | Here FREE Lifetime Online Student Portal help you to access the Job Openings, Study Materials, Videos, Recorded Section & Top MNC interview Questions
            ACTE
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              • For Completing A Course
            • Certification is Accredited by all major Global Companies
            • ACTE is the unique Authorized Oracle Partner, Authorized Microsoft Partner, Authorized Pearson Vue Exam Center, Authorized PSI Exam Center, Authorized Partner Of AWS .
            • The entire Deep Learning Course with TensorFlow training has been built around Real Time Implementation
            • You Get Hands-on Experience with Industry Projects, Hackathons & lab sessions which will help you to Build your Project Portfolio
            • GitHub repository and Showcase to Recruiters in Interviews & Get Placed
            All the instructors at ACTE are practitioners from the Industry with minimum 9-12 yrs of relevant IT experience. They are subject matter experts and are trained by ACTE for providing an awesome learning experience.
            No worries. ACTE assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
            We offer this course in “Class Room, One to One Training, Fast Track, Customized Training & Online Training” mode. Through this way you won’t mess anything in your real-life schedule.

            Why Should I Learn Deep Learning Course with TensorFlow Course At ACTE?

            • Deep Learning Course with TensorFlow Course in ACTE is designed & conducted by Deep Learning Course with TensorFlow experts with 10+ years of experience in the Deep Learning Course with TensorFlow domain
            • Only institution in India with the right blend of theory & practical sessions
            • In-depth Course coverage for 60+ Hours
            • More than 50,000+ students trust ACTE
            • Affordable fees keeping students and IT working professionals in mind
            • Course timings designed to suit working professionals and students
            • Interview tips and training
            • Resume building support
            • Real-time projects and case studies
            Yes We Provide Lifetime Access for Student’s Portal Study Materials, Videos & Top MNC Interview Question.
            You will receive ACTE globally recognized course completion certification Along with project experience, job support, and lifetime resources.
            We have been in the training field for close to a decade now. We set up our operations in the year 2009 by a group of IT veterans to offer world class IT training & we have trained over 50,000+ aspirants to well-employed IT professionals in various IT companies.
            We at ACTE believe in giving individual attention to students so that they will be in a position to clarify all the doubts that arise in complex and difficult topics. Therefore, we restrict the size of each Deep Learning Course with TensorFlow batch to 5 or 6 members
            Our courseware is designed to give a hands-on approach to the students in Deep Learning Course with TensorFlow . The course is made up of theoretical classes that teach the basics of each module followed by high-intensity practical sessions reflecting the current challenges and needs of the industry that will demand the students’ time and commitment.
            You can contact our support number at +91-7669 100 251 / Directly can do by ACTE.in's E-commerce payment system Login or directly walk-in to one of the ACTE branches in India
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