Curriculum


• What is Deep Learning?
• Advantage of Deep Learning over Machine learning
• Real-Life use cases of Deep Learning
• Review of Machine Learning: Regression, Classification, Clustering, Reinforcement Learning, Underfitting and Overfitting, Optimization
• Pre-requisites for AI & DL
• Python Programming Language
• Installation & IDE

• Installation
• Python – NumPy
• Python for Data Science and AI
• Python Language Essentials
• Python Libraries – Numpy and Pandas
• Numpy for Mathematical Computing

• Pandas for Data Analysis
• Machine Learning Basic Concepts
• Normalization
• Data Set
• Machine Learning Concepts
• Regression
• Logistic Regression
• SVM – Support Vector Machines
• Decision Trees
• Python Libraries for Data Science and AI

• Creating Module
• Neural Network Equation
• Sigmoid Function
• Multi-layered perception
• Weights, Biases
• Activation Functions
• Gradient Decent or Error function
• Epoch, Forward & backword propagation
• What is TensorFlow?
• TensorFlow code-basics
• Graph Visualization
• Constants, Placeholders, Variables

• Error Back propagation issues
• Drop outs

• Tensorflow
• Keras
• OpenCV
• SkImage
• PIL

• TensorFlow
• Predicting Algorithm

• Define Keras
• How to compose Models in Keras
• Sequential Composition
• Functional Composition
• Predefined Neural Network Layers
• What is Batch Normalization
• Saving and Loading a model with Keras
• Customizing the Training Process
• Using TensorBoard with Keras
• Use-Case Implementation with Keras

• Introduction to GPUs and how they differ from CPUs
• Importance of GPUs in training Deep Learning Networks
• The GPU constituent with simpler core and concurrent hardware
• Keras Model Saving and Reusing
• Deploying Keras with TensorBoard

• Activation Functions in Neural Network

• Some Examples for Neural Network

• Introduction to CNNs
• CNNs Application
• Architecture of a CNN
• Convolution and Pooling layers in a CNN
• Understanding and Visualizing a CNN

• Introduction to RNN Model
• Application use cases of RNN
• Modelling sequences
• Training RNNs with Backpropagation
• Long Short-Term memory (LSTM)
• Recursive Neural Tensor Network Theory
• Recurrent Neural Network Model

Training Options

Self-Paced Learning

19,999.00 14,999.00
  • Learn at your convenient time and pace
  • Gain on-the-job kind of learning experience through high quality Videos built by industry experts.
  • Interactive Sessions as good as Classroom experience.
  • Learn end to end course content that is similar to instructor led virtual/classroom training.
  • Cost Effective as well as Convenient.

Blended Learning

  • Everything in Self-Paced Plus
  • Learn in an instructor-led online training class

Corporate Training

Customized to your team’s needs

  • Customized learning delivery model (self-paced and/or instructor-led)
  • Flexible pricing options
  • Enterprise grade learning management system (LMS)
  • Enterprise dashboards for individuals and teams
  • 24×7 learner assistance and support

Course Description

Artificial Intelligence and Deep Learning with TensorFlow

Tecklearn’s Artificial Intelligence and Deep Learning with Tensor Flow course is curated by industry professionals as per the industry requirements & demands and aligned with the latest best practices. You’ll master convolutional neural networks (CNN), TensorFlow, TensorFlow code, transfer learning, graph visualization, recurrent neural networks (RNN), Deep Learning libraries, GPU in Deep Learning, Keras and TFLearn APIs, backpropagation, and hyperparameters via hands-on projects. The trainee will learn AI by mastering natural language processing, deep neural networks, predictive analytics, reinforcement learning, and more programming languages needed to shine in this field.

What you will Learn in this Course?

  • Introduction to Deep Learning and Artificial Intelligence
  • Prerequisites for Deep Learning and AI
  • Introduction to Neural Networks
  • Multi-layered Neural Networks
  • Regularization techniques in Deep Learning
  • Deep Learning Libraries and GPU in Deep Learning
  • Convolutional Neural Networks (CNN)
  • RNN: Recurrent Neural Networks
  • Application of Deep Learning in image recognition, NLP and more

Key Features

Self-Paced Online Video

• Self-paced Videos:32 Hrs
• Exercises & Project Work: 60 Hrs
• A 360-degree learning approach that you can adapt to your learning style

1 Year Unlimited Access

You get 1 Year unlimited access to LMS where presentations, quizzes, installation guide & class recordings are there.

24 x 7 Expert Support

We have 24x7 online support team to resolve all your technical queries, through ticket-based tracking system

Certification

Successfully complete your course and Tecklearn will provide you Artificial Intelligence and Deep Learning with Tensor Flow Certification.

Real-life Case Studies

Live project based on any of the selected use cases, involving implementation of the various Artificial Intelligence and Deep Learning concepts.

Learn at your Convenience

• Certification and Job Assistance
• Flexible Schedule

Reviews

N

Nilesh Kumar

Artificial Intelligence and Deep Learning with TensorFlow

Learning has never been so easy. It is as good as a Live Class room training and comes with added advantages. You can learn at the comfort of your home. And review your learning by watching the recordings. I found the instructors well qualified and frankly never expected an online platform to be this good! Great!... Learning has never been so easy. It is as good as a Live Class room training and comes with added advantages. You can learn at the comfort of your home. And review your learning by watching the recordings. I found the instructors well qualified and frankly never expected an online platform to be this good! Great! Read More
S

Sudhakar Dattatray Salunkhe

Artificial Intelligence and Deep Learning with TensorFlow

Brilliant content and delivery. Support team turnaround time is remarkable. Many Thanks. Looking forward for further courses in future.... Brilliant content and delivery. Support team turnaround time is remarkable. Many Thanks. Looking forward for further courses in future. Read More
A

Ashish kalkutki

Artificial Intelligence and Deep Learning with TensorFlow

Tecklearn is a great place for learning. I had an amazing learning experience. Especially their content and material is extremely good.... Tecklearn is a great place for learning. I had an amazing learning experience. Especially their content and material is extremely good. Read More
C

Chetan Patil

Artificial Intelligence and Deep Learning with TensorFlow

The courses are designed with proper thoughts to do justice to the prevailing demand in market. But most importantly the way they handle the support both Technical and Sales is simply that makes them leaders in the market. I really enjoyed and benefited. The courses I took are worth every penny.... The courses are designed with proper thoughts to do justice to the prevailing demand in market. But most importantly the way they handle the support both Technical and Sales is simply that makes them leaders in the market. I really enjoyed and benefited. The courses I took are worth every penny. Read More
M

Manish Padwal

Artificial Intelligence and Deep Learning with TensorFlow

Good Quality training with Real time experience trainers and hands on experience training.... Good Quality training with Real time experience trainers and hands on experience training. Read More

Certification

The entire content of this Artificial Intelligence and Deep Learning with TensorFlow course is developed by leading AI professionals to help you find the best artificial intelligence engineering job at the top MNCs. As part of this training you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast track your career effortlessly.

Tecklearn’s Artificial Intelligence and Deep Learning with TensorFlow Certification will be awarded upon the completion of the course.

Projects

  • To put your knowledge on into action, you will be required to work on industry-based projects that discuss significant real-time use cases.
  • These projects are completely in-line with the modules mentioned in the curriculum and help you to clear the certification exam.

FAQ Content


You will never miss a lecture at Tecklearn. Tecklearn provides recordings of each class so you can review them as needed before the next session.

Your access to the Support Team is for lifetime and will be available 24/7. The team will help you in resolving queries, during and after the course.

Post-enrolment, the LMS access will be instantly provided to you and will be available for lifetime. You will be able to access the complete set of previous class recordings, PPTs, PDFs, assignments. Moreover, the access to our 24x7 support team will be granted instantly as well. You can start learning right away.

Yes, the access to the course material will be available for lifetime once you have enrolled into the course.

All the instructors at Tecklearn are practitioners from the Industry with minimum 10-12 years of relevant IT experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

Deep Learning is one of the most exciting and promising segments of Artificial Intelligence and machine learning technologies. The software industry now-a-days is moving towards machine intelligence. In fact, concepts within AI like Deep Learning with TensorFlow has become necessary in every sector generating lot of job opportunities worldwide.

Deep learning is being applied on most of the AI related areas for better performance. Lots and lots companies are moving into Deep Learning to improve their model accuracy and therefore, making their product more efficient. There is an ample opportunity to apply Deep Learning & TensorFlow in the field of medicine, precision agriculture, etc.

With online certification training you get the flexibility to learn on your own terms.
Major advantages are:
Access to Latest Course Curriculum
Connect with Instructors around the world
Real-life Projects & Case Studies
Lifetime Access & 24x7 support

Artificial Intelligence and Deep Learning with TensorFlow Certification Training by Tecklearn has been carefully designed in such a way that both beginners and experts can go through it without facing any difficulties. The instructor will be available for you throughout the training period to ensure that you are able grasp all the concepts perfectly. Besides this, the 24x7 support team are available to help you with all your issues and doubts.
ENROLL NOW
  • 19,999.00 14,999.00
  • 365 Days
  • Course Certificate
57 STUDENTS ENROLLED

Contact Us

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Course Curriculum

Modules
Artificial Intelligence Module -1 00:00:00
Artificial Intelligence Module -2 00:00:00
Artificial Intelligence Module -3 00:00:00
Artificial Intelligence Module -4 00:00:00
Artificial Intelligence Module -5 00:00:00
Artificial Intelligence Module -6 00:00:00
Artificial Intelligence Module -7 00:00:00
Artificial Intelligence Module -8 00:00:00
Artificial Intelligence Module -9 00:00:00
Artificial Intelligence Module -10 00:00:00
Artificial Intelligence Module -11 00:00:00
Artificial Intelligence Module -12 00:00:00
Artificial Intelligence Module -13 00:00:00
Artificial Intelligence Module -14 00:00:00
Artificial Intelligence Module -15 00:00:00
Artificial Intelligence Module -16 00:00:00
Artificial Intelligence Module -17 00:00:00

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