Deep Learning with Keras and TensorFlow

Deep Learning is a subset of Artificial Intelligence (AI) focused on building and training neural networks that simulate human brain functionality to solve complex problems such as image recognition, natural language processing, and autonomous decision-making.
Keras and TensorFlow are two of the most powerful and widely-used open-source libraries for developing deep learning models. TensorFlow, developed by Google, provides the robust backend engine, while Keras offers a user-friendly and modular API for fast experimentation and deployment.

Upcoming Batches

Program Induction

Jaunary-28th

08:30 AM to 11:30 AM (IST)

SAT & SUN (12 WEEKS) Weekend Batch

Regular Classes

Jaunary-30th

10:00 AM to 11:00 AM (IST)

MON – FRI (75 DAYS) Weekdays Batch

Why Join this Program

Expert Trainers

Instructor-led sessions by industry experts

Hands-on Labs

Hands-on coding with real-world datasets and projects

Flexible Learning Options

Peer Learning & Expert Mentorship

Career Support

24/7 support and community discussion forums

Admission Closes on 15th Mar

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Corporate Training

Enterprise training for teams

Fast-track Your Career

Emax Technologies empowers learners with industry-relevant skills, leading to career advancements, better job opportunities, and higher salary growth.

Learner’s achievements

Maximum salary hike

150%

Average salary hike

70%

Hiring partners

2900+

Our Alumni In Top Companies

Best Deep Learning with Keras and TensorFlow Training in Hyderabad

This course is designed to help you master deep learning from the ground up using Keras and TensorFlow. Through a combination of theory, practical projects, and hands-on coding exercises, you’ll learn how to build deep neural networks that solve real-world problems. Whether you’re a beginner or looking to enhance your AI skills, this course bridges the gap between conceptual learning and practical implementation.

Key Features and Advantages of Deep Learning with Keras and TensorFlow

Deep Learning with Keras and TensorFlow Certification Advantage

Gain a competitive edge with the Deep Learning with Keras and TensorFlow certification program from Emax Technologies. This comprehensive training program offers a deep dive into the core principles of deep learning, with a focus on using Keras and TensorFlow frameworks. You’ll master both foundational and advanced techniques, work with real-world datasets, and apply best practices to build, train, and optimize high-performing neural networks. Through hands-on projects and real-time problem-solving, you’ll be prepared to leverage AI and deep learning to transform industries, drive innovation, and create intelligent applications

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5 Tools Covered

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An Immersive Learning Experience

Peer to Peer Engagement

Get the real classroom experience. Interact with learners and engage with mentors in real-time via Slack.

Flexi Learn

Missed a class? Access recordings to always maintain learning progress and keep up with your cohort.

Mentoring Session(s)

Expert guidance sessions from mentors for doubt clarifications, project assistance, and learning support.

Learning Support

Get a dedicated Cohort Manager for all your queries and help you succeed at every learning step.

Orchestration Training Course Overview

Course Content

  1. Introduction to Artificial Intelligence
    1. History and evolution of AI
    2. Types of AI (Narrow, General, Super AI)
    3. Applications of AI in industry
  2. Mathematics for AI
    1. Linear Algebra (vectors, matrices, eigenvalues)
    2. Probability & Statistics (Bayes theorem, distributions)
    3. Calculus (derivatives, gradients, chain rule)
  3. Programming Foundations
    1. Python for AI (NumPy, Pandas, Matplotlib)
    2. Introduction to Jupyter Notebooks
    3. Version control with Git
  1. Supervised Learning
    1. Linear & Logistic Regression
    2. Decision Trees & Random Forest
    3. Support Vector Machines (SVM)
    4. k-Nearest Neighbors (k-NN)
  2. Unsupervised Learning
    1. Clustering (K-Means, DBSCAN)
    2. Dimensionality Reduction (PCA, t-SNE)
  3. Model Evaluation & Selection
    1. Confusion Matrix, ROC-AUC, Cross-Validation
    2. Hyperparameter tuning (GridSearch, RandomizedSearch)
  4. ML Tools
    1. Scikit-learn
    2. MLflow (tracking experiments)
    3. TensorBoard (visualization)
  1. Neural Networks Basics
    1. Perceptrons, Activation functions
    2. Forward and Backward Propagation
    3. Cost/Loss functions
  2. Deep Neural Networks
    1. CNNs (Image classification, Object Detection)
    2. RNNs & LSTMs (Sequence prediction)
    3. Transformers (Basics)
  3. Deep Learning Frameworks
    1. TensorFlow 2.x
    2. PyTorch
    3. Keras
  1. Text Preprocessing
    1. Tokenization, Lemmatization, Stopwords
  2. Traditional NLP Techniques
    1. Bag of Words, TF-IDF
    2. Word Embeddings (Word2Vec, GloVe)
  3. Advanced NLP
    1. Sequence-to-sequence models
    2. Transformers & BERT
    3. Text Generation with GPT-like models
  1. Image Processing Basics
    1. OpenCV & Image Preprocessing
  2. Deep Learning for Vision
    1. CNN architectures (VGG, ResNet, EfficientNet)
    2. Object Detection (YOLO, SSD)
    3. Image Segmentation (Mask R-CNN, U-Net)
  1. RL Concepts
    1. Agents, Environments, Rewards
    2. Markov Decision Process (MDP)
  2. Algorithms
    1. Q-Learning
    2. Deep Q-Networks (DQN)
    3. Policy Gradient methods
  1. MLOps (Machine Learning Operations)
    1. CI/CD for ML
    2. Model deployment (Flask, FastAPI)
    3. Docker & Kubernetes for ML models
    4. Cloud platforms: AWS/GCP/Azure AI tools
  2. Ethics in AI
    1. Fairness, Accountability, Transparency
    2. Bias in AI & Mitigation techniques
  1. Real-world AI projects such as:
    1. Chatbot with NLP & Transformers
    2. Face recognition system
    3. Fraud detection engine
    4. AI-powered recommendation system
    5. Stock price prediction using RNNs
  1. Tools: Jupyter, Colab, GitHub, Streamlit
  2. Certifications:
    1. TensorFlow Developer Certificate
    2. AWS Certified Machine Learning – Specialty
    3. IBM AI Engineering on Coursera

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    Program Trainers

    Sasank raj

    Sr. SAP PI/PO Consultant

    18+ Years of Experience

    Companies Hiring

    Batch Profile

    This program caters to working professionals from a variety of industries and backgrounds; the diversity of our students adds richness to class discussions and interactions.

    Testimonial

    The Gen AI module was an eye opener for me. The mentor’s teaching style in the weekend sessions was spot on. While there’s a lot of Gen AI content online, this module stood out for its structured approach and the mentor’s interactive guidance. It made learning about AI easy, even for beginners like me.

    Ashif Khan

    Lead Consultant

    Reviews

    Excellent training experience from EMAX Technologies. I took the SAP PI/PO and it was a great experience . I liked trainer sessions as he was more focused on practical rather than theory and helped answer all the queries during the sessions. . Support staff is excellent and very professional, the amount of time they spend with each customer is really appreciated. Keep up the great work!..Great work done by guys like U………!!!!!!!!!!!!!!!!

    Sripal

    SAP PI/PO training is excellent. Classes were well organized and hands-on. Trainer knew their subject matter, and patient.

    Madhusudhan

    Undergone SAP PI training. Course content is covered properly and had a good hands on. (PI require lot of hands on). Good support from staff. Overall very satisfied with faculty, staff, lab etc., PI Faculty

    Raviteja

    Frequently Asked Questions

    You will never miss a lecture at Emax You can choose either of the option: View the recorded session of the class available in your LMS.

    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 24×7 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.