AI and Deep Learning Course with TensorFlow

TensorFlow training in chennai

TensorFlow Training in Chennai

Learn TensorFlow Training in Chennai with Real time Projects from Experts. We Offers Best TensorFlow Course for AI & Deep Learning in Chennai at Velachery, OMR, Tambaram, Adyar, Porur, Anna Nagar, T.Nagar, Siruseri, thiruvanmiyur and maraimalai nagar areas.

About Our TensorFlow Trainers :- 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.

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.

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.

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

Prerequisites of Deep Learning Certification Training in Chennai

  • Understanding in analytics, e-commerce, search engine and data science domains
  • Basic knowledge of Python and familiarity with matrices, modeling, and statistics
  • Knowledge of neural networks and hyperparameter tuning is desirable [/custom_list]

Why should you go for Deep Learning in TensorFlow training?

Artificial Neural Networks is a game changer technique serving as a sharp turning point for Computer Science professionals. Deep Learning is the most important aspect of Artificial Intelligence that is deployed everywhere from search engines to online movie recommendations. Similarly, TensorFlow is an increasingly popular tool for deep learning. In the institutes of Besant Technologies, you will start with simple machine learning algorithms and move on to implementing neural networks. Throughout thisreal-timee training, we cover several real-world deep learning applications, including machine vision, text processing, and generative networks. Our experienced trainers conduct classroom training, online training and corporate training to suit the needs of the participants. Enrolling for this Deep Learning course in Chennai can help professionals like you to make a stable career in a rising technology domain and get placement assistance for the highest paid jobs in reputed companies.

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.

Besant Technologies – Chennai & Bangalore Branch Locations

Besant Technologies - Velachery Branch
Plot No. 119, No.8, 11th Main road, Vijaya nagar,
Velachery, Chennai - 600 042
Tamil Nadu, India
Landmark - Reliance Digital Opposite Street
+91-996 252 8294 / 996 252 8293

Besant Technologies - Tambaram Branch
No.2A, 1st Floor, Duraisami Reddy Street,
West Tambaram, Chennai - 600 045
Tamil Nadu, India
Landmark - Near By Passport Seva
+91-996 250 4283

Besant Technologies - OMR Branch
No. 5/318, 2nd Floor, Sri Sowdeswari Nagar,
OMR, Okkiyam Thoraipakkam, Chennai - 600 097
Tamil Nadu, India
Landmark - Behind Okkiyampet Bus Stop,
+91-887 038 4333

Besant Technologies - Porur Branch
No. 180/84, 1st Floor, Karnataka Bank Building
Trunk Road, Porur,
Chennai - 600 116
Tamilnadu, India
Land Mark: Opposite to Gopalakrishna Theatre
+91-755 022 6990

Besant Technologies - Anna Nagar Branch
Plot No:1371, 28th street kambar colony,
I Block, Anna Nagar ,
Chennai - 600 040
Tamil Nadu, India
Landmark - Behind Reliance Fresh
+91-938 404 0493

Besant Technologies - T.Nagar Branch
Old No:146/2- New No: 48,
Habibullah Road,T.Nagar,
Chennai - 600 017
Tamil Nadu, India
Landmark - Opposite to SGS Sabha
+91-984 025 8377

Besant Technologies - Thiruvanmiyur Branch
22/67, 1st Floor,
North mada street, Kamaraj Nagar
Thiruvanmiyur, Chennai 600041
Tamil Nadu, India
Landmark - Above Thiruvanmiyur ICICI Bank
+91-938 404 0493

Besant Technologies - Siruseri Branch
No. 4/76, Ambedkar Street,
OMR Road, Egatoor, Navallur,
Siruseri, Chennai 600130
Tamil Nadu, India
Landmark - Near Navallur Toll Gate, Next to Yamaha Showroom
+91-7338 810 550

Besant Technologies - Maraimalai Nagar Branch
No.37, Ground Floor,
Thiruvalluvar Salai,
Maraimalai Nagar,Chennai 603209
Tamil Nadu, India
Landmark - Near to Maraimalai Nagar Arch
+91-979 123 7373

Besant Technologies - BTM Layout Branch
No 2, Ground floor,
29th Main Road, Kuvempu Nagar,BTM Layout 2nd Coming from Silkboard, take left at AXA company signal,
Stage, Bangalore - 560 076
Karnataka, India
Landmark - Next to OI Play School
+91-762 494 1772 / 74

Besant Technologies - Marathahalli Branch
No. 43/2, 2nd Floor, VMR Arcade,
Varthur Main Road, Silver Springs Layout,
Munnekollal, Marathahalli, Bengaluru - 560037
Karnataka, India
Landmark - Near Kundalahalli Gate Signal
+91-910 812 6341

Besant Technologies - Rajaji Nagar Branch
No. 309/43, JRS Ecstasy, First Floor,
59th Cross, 3rd Block, Bashyam Circle,
Rajaji Nagar, Bangalore - 560 010
Karnataka, India
Landmark - Near Bashyam Circle
+91- 734 916 0004

Besant Technologies - Jaya Nagar Branch
No. 2nd Floor,1575,11th Main Road,
4th T-Block, Pattabhirama Nagar, Jaya Nagar,
Bangalore-560041
karnataka, India
Land Mark: Opposite to Shanthi Nursing Home
+91-733 783 7626

Besant Technologies - Kalyan Nagar Branch
No.513, 4th Cross Rd
2nd Block, HRBR Layout, Kalyan Nagar,
Bangalore-560043
karnataka, India
Land Mark: Opposite to kalayan nagar Axis Bank
+91-938 404 0495

Besant Technologies - Electronic City Branch
No. 7, 3rd Floor, Ganga Enclave,
Neeladri Road, Karuna Nagar, Doddathoguru Village,
Electronics City Phase 1, Electronic City,
Bangalore - 560100, karnataka, India
Land Mark: Adjacent to HDFC Bank and State Bank Of India
+91-782 392 2180

Besant Technologies - Indira Nagar Branch
No.54, 1st Floor,
5th Main kodihalli,
Bengaluru, Karnataka 560008, India
Landmark: Behind Leela Palace Hotel,
+91-910 812 6339

Besant Technologies - HSR Layout Branch
Plot No. 2799 & 2800, 27th Main,
1st Sector, HSR Layout,
Bengaluru, Karnataka 560102, India
+91-733 783 7626