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Deep Learning Certification Training

One of the top providers of online IT training worldwide is VISWA Online Trainings. To assist beginners and working professionals in achieving their career objectives and taking advantage of our best services, We provide a wide range of courses and online training.

Reviews 4.9 (4.6k+)
Rated 4.7 out of 5

Learners : 1080

Duration :  25 Days

About Course

The Deep Learning training course equips learners with skills to design, build, and deploy neural networks and AI models. This course covers deep learning fundamentals, supervised and unsupervised learning, neural networks, CNNs, RNNs, LSTMs, autoencoders, and transfer learning. Participants gain hands-on experience using TensorFlow, Keras, and PyTorch to develop real-world applications like image recognition, NLP, chatbots, and recommendation systems. With practical labs and projects, learners build expertise in training models, tuning hyperparameters, and optimizing performance. Ideal for data scientists, AI engineers, and Mechine Learning developers, this program also prepares learners for Deep Learning certification and advanced careers in AI and data science. Enrol today to earn your certification.

Deep Learning Training Course Syllabus

Python for AI ML
  • Python for AI & ML
  • Business Statistics
  • Data Visualization (EDA)
Introduction
  • Regression & Classification
  • Training, Validation & Testing
  • Measures of Model Performance
Supervised Learning
  • Linear Regression
  • Logistic Regression
  • K-NN Classification
  • Naïve Bayes Classifiers
  • SVM
Unsupervised Learning
  • K-Means ClusteringHierarchical ClusteringCluster ProfilingDimensionality Reduction – PCA
Ensemble Technique
  • Decision Trees
  • Bagging
  • Random Forest
Model selection & Tuning
  • Feature Engineering
  • Model Development & Improvement
  • Model Validation & Diagnostics
  • Grid Search
  • Cross Validation
Recommender Systems
  • Content-based Recommender Systems
  • Collaborative Filtering (User & Item based)
  • Time Series Forecasting
  • Content-based Recommender Systems
Artificial Intelligence
  • Text Mining
  • CNN (Computer Vision)
  • RNN/LSTM
Deep Learning
  • TensorFlow
  • Keras
  • ANN
  • RNN
  • Big Data Analytics
Deep Learning Course Key Features

Course completion certificate

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Deep Learning Online Training FAQ'S

What is Deep Learning and how does it differ from traditional machine learning?

Deep Learning is a type of machine learning based on multi-layered neural networks. Unlike traditional ML, it automatically extracts features from raw data, enabling tasks like image and speech recognition.

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Explain the role of Convolutional Neural Networks (CNNs).

CNNs are specialized deep learning models designed for image recognition, object detection, and pattern recognition, using convolutional layers to extract spatial features.

What is overfitting in deep learning and how can it be prevented?

Overfitting occurs when a model performs well on training data but poorly on test data. It can be reduced using techniques like dropout, regularization, and cross-validation.

What is transfer learning in deep learning?

Transfer learning reuses a pre-trained model (like ResNet or BERT) on a new dataset, saving time and improving accuracy in smaller data scenarios.

What are the most widely used deep learning frameworks?

Popular frameworks include TensorFlow (Google), PyTorch (Meta), and Keras, which provide libraries and tools for model building, training, and deployment.

Reviews

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syed sayyad
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Nice place to learn with commitment and extra sessions to learn advance topics.
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Jatoth Laxman
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Very nice 😊 satisfied
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PAVAN KUMAR
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The training was very well-structured and easy to follow. The progression from foundational topics to advanced concepts made the learning experience smooth and engaging.
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venkataramanareddy beeram
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Very good for people who is going to enchance cloud technology
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Vishwa Teja
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Really good consultancy with a friendly and supportive team. They guide you at every step and keep you updated, which makes the whole process smooth. Definitely recommend for freshers and job seekers.
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Jayasimhareddy Chamala
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My trainer RAVI was excellent in delivering SAP Analytics Cloud (SAC) training. The sessions were clear and informative, and the overall training experience was very good. The only suggestion I have is that more hands-on practice would help students understand the subject even better. I truly appreciate her honesty and support, especially in handling the server issues during the course. Anyone looking to learn SAC can confidently trust and enroll in this training.
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Vanama jithendra
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I recently completed my course in VISWA online trainings it is a good experience for me basically my college faculty don't clarify my doughts but they clearly gave clear explanations for all my doughts with patience. Thank you VISWA for improving my skills ❣️
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Siddhartha Mothukuri
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Learnt SAP EWM and it has been a really good experience with VISWA Online Trainings and trainer has been excellent in terms of his understanding in business as well as SAP. Thank you

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