AI and Deep Learning Course with TensorFlow

TensorFlow Training in Chennai

The Artificial intelligence and Deep Learning certification course with TensorFlow is crafted by reputed industry professionals to meet the latest business needs. After completing this TensorFlow training In Chennai, you will get hold on the concepts like SoftMax function, Autoencoder Neural Networks, Convolutional Neural Network (CNN), TensorFlow, TensorFlow-Code, graph visualization, transfer learning, recurrent neural networks, Restricted Boltzmann Machine (RBM), GPU in deep learning, backpropagation, hyperparameters through practical projects and deep learning libraries like Keras & TFLearn. Besant Technologies helps you to master in TensorFlow library for Machine Learning Applications like Neural Networks. TensorFlow library used for developing google brain Product recently by Alphabet. In Future all the Applications like Machine Learning, Deep Learning, AI & neural network needed tensorflow maths.

Best AI and Deep Learning Traning in chennai

Deep Learning has enabled many practical applications of Machine Learning and by extension the overall field of AI. Deep Learning breaks down tasks in ways that make all kinds of machine assists seem possible. Deep learning is primarily a study of multi-layered neural networks, spanning over a vast range of model architectures. Traditional neural networks relied on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning networks are distinguished from these ordinary neural networks with more hidden layers, or so-called more depth. These kinds of nets are capable of discovering hidden structures within unlabeled and unstructured data (e.g. images, sound, and text), which constitutes the vast majority of data in the world. With Deep Learning’s help, AI may even get to the science fiction state that we have once imagined.

AI and Deep Learning with TensorFlow Training in chennai

On the other hand, TensorFlow, one of the best libraries to implement deep learning, is a software library for numerical computation of mathematical expressional that uses data flow graphs. Nodes in the graph represent mathematical operations, while the edges represent the multidimensional data arrays (tensors) that flow between them. It was created by Google and tailored for Machine Learning. In fact, it is being widely used to develop solutions with Deep Learning.

Best AI and Deep Learning with TensorFlow Training in chennai

In this TensorFlow training, you can learn the basic concepts of TensorFlow through hands on training. The concept consists of the main functions, operations and the execution pipeline. Starting with a simple “Hello Word” example, throughout the course you will be able to see how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions. This concept can thereby be explored in the Deep Learning world. The participants will learn to apply TensorFlow for backpropagation to tune the weights and biases while the Neural Networks are being trained. Finally, the course covers different types of Deep Architectures, such as Convolutional Networks, Recurrent Networks and Autoencoders.

Please Contact as 9962528293/4 for best TensorFlow Training in Chennai -80 hours Hands-on training with live Projects.Get Extensive knowledge on TensorFlow Python library to use AI,Machine Learning & Deep Learning Purpose.

Upcoming Batch Schedule for TensorFlow Training in Chennai

Besant Technologies provides flexible timings to all our students. Here are the TensorFlow Training in Chennai Shedule for our branch. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

• 16-12-2024 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 19-12-2024 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 14-12-2024 Sat (Sat - Sun)Weekend Batch 11:00 AM (IST) (Class 3Hrs) / Per Session Get Fees

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Syllabus of TensorFlow Course in Chennai

TensorFlow for AI &Deep Learning Training Syllabus

Deep Learning Syllabus Total Duration-70hrs

Module 1: Introduction to Data Science (Duration-1hr)

• What is Data Science?
• What is Machine Learning?
• What is Deep Learning?
• What is AI?
• Data Analytics & it’s types

Module 2: Introduction to Python (Duration-1hr)

• What is Python?
• Why Python?
• Installing Python
• Python IDEs
• Jupyter Notebook Overview

Module 3: Python Basics (Duration-5hrs)

• Python Basic Data types
• Lists
• Slicing
• IF statements
• Loops
• Dictionaries
• Tuples
• Functions
• Array
• Selection by position & Labels

Module 4: Python Packages (Duration-2hrs)

• Pandas
• Numpy
• Sci-kit Learn
• Mat-plot library

Module 5: Importing Data (Duration-1hr)

• Reading CSV files
• Saving in Python data
• Loading Python data objects
• Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

• Selecting rows/observations
• Rounding Number
• Selecting columns/fields
• Merging data
• Data aggregation
• Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

• Central Tendency
  • Mean
  • Median
  • Mode
  • Skewness
  • Normal Distribution
•  Probability Basics
  • What does mean by probability?
  • Types of Probability
  • ODDS Ratio?
• Standard Deviation
  • Data deviation & distribution
  • Variance
•  Bias variance Trade off
  • Underfitting
  • Overfitting
• Distance metrics
  • Euclidean Distance
  • Manhattan Distance
• Outlier analysis
  • What is an Outlier?
  • Inter Quartile Range
  • Box & whisker plot
  • Upper Whisker
  • Lower Whisker
  • Scatter plot
  • Cook’s Distance
• Missing Value treatment
  • What is a NA?
  • Central Imputation
  • KNN imputation
  • Dummification
• Correlation
  • Pearson correlation
  • ositive & Negative correlation

Module 8: Error Metrics (Duration-3hrs)

• Classification
  • Confusion Matrix
  • Precision
  • Recall
  • Specificity
  • F1 Score
• Regression
  • MSE
  • RMSE
  • MAPE

Module 9: Machine Learning

Supervised Learning (Duration-6hrs)

• Linear Regression
  • Linear Equation
  • Slope
  • Intercept
  • R square value
• Logistic regression
  • ODDS ratio
  • Probability of success
  • Probability of failure Bias Variance Tradeoff
  • ROC curve
  • Bias Variance Tradeoff

Unsupervised Learning (Duration-4hrs)

• K-Means
• K-Means ++
• Hierarchical Clustering

SVM (Duration-2hrs)

• Support Vectors
• Hyperplanes
• 2-D Case
• Linear Hyperplane

SVM Kernal (Duration-2hrs)

• Linear
• Radial
• polynomial

Other Machine Learning algorithms (Duration-10hrs)

• K – Nearest Neighbour
• Naïve Bayes Classifier
• Decision Tree – CART
• Decision Tree – C50
• Random Forest

Module 10: Artificial Intelligence

AI Introduction (Duration-9hrs)

• Perceptron
• Multi-Layer perceptron
• Markov Decision Process
• Logical Agent & First Order Logic
• AL Applications

Module 11: Deep Learning Algorithms (Duration-10hrs)

CNN – Convolutional Neural Network
RNN – Recurrent Neural Network
ANN – Artificial Neural Network

Introduction to NLP (Duration-2hrs)

• Text Pre-processing
• Noise Removal
• Lexicon Normalization
• Lemmatization
• Stemming
• Object Standardization

The curriculum of Deep Learning training in Chennai

• Basics of Deep Structured Learning
• Introduction to Artificial neural networks in Deep Learning
• Neural networks fundamentals with training data
• Convolutional neural networks along with its applications
• TensorFlow and Tensor Processing Unit
• Mastering Deep Belief networks
• Restricted Boltzmann Machine
• Machine learning with Python language
• Application of DL in image recognition, NLP and more
• Real world projects in recommender systems and others

Trainer Profile of TensorFlow Training in Chennai

Most of Our Trainers are working in Google, Amazon in research and development team with good exposure on neural networks. We focused on Practical and research Oriented TensorFlow Training for AI & Deep learning Concepts. Get Trained on TensorFlow Opensource Software library with high Paid jobs in Chennai at Besant technologies.

TensorFlow Exams & Certification

Besant Technologies 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 Besant Technologies 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.

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