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Self-Paced

Online

3 Months

Course Duration

5+

Projects

90

Lab Days

CloudxLab

Certificate

About the Course

Natural Language Processing Specialization Program is a self-paced online course. This gives you complete freedom about your schedule and convenience.This course has over 70 hours of video content.

Additionally, this course comes with our exclusive lab access to gain the much needed hands-on experience to solve the real-world problems.

Upon successfully completing the course, you will get the certificate from CloudxLab which you can use for progressing in your career and finding better opportunities.

Program Highlights

  • Certificate of Completion by CloudxLab

  • Work on about 4+ projects to get hands-on experience

  • Timely Doubt Resolution

  • Best In Class Curriculum

  • Cloud Lab Access

Certificate

What is the certificate like?

  • Why Cloudxlab?

    CloudxLab is a team of developers, engineers, and educators passionate about building innovative products to make learning fun, engaging, and for life. We are a highly motivated team who build fresh and lasting learning experiences for our users. Powered by our innovation processes, we provide a gamified environment where learning is fun and constructive. From creative design to intuitive apps we create a seamless learning experience for our users. We upskill engineers in deep tech - make them employable and future-ready.

Hands-on Learning

hands-on lab
  • Gamified Learning Platform


  • Auto-assessment Tests


  • No Installation Required

d

Mentors / Faculty

Instructor Sandeep Giri

Sandeep Giri

Founder at CloudxLab

Past: Amazon, InMobi, D.E.Shaw

Instructor Abhinav Singh

Abhinav Singh

Co-Founder at CloudxLab

Past: Byjus

Instructor Praveen

Praveen Pavithran

Co-Founder at Yatis

Past: YourCabs, Cypress Semiconductor

Curriculum

70+
Hours of Self-Paced Learning
90
Days of Lab Access
6+
Projects
8K+
Learners

Python

1. Programming Tools and Foundational Concepts
1 Introduction to Linux
2. Python Foundations
3. Hands-on using Jupyter on CloudxLab
4. Overview of Linear Algebra
5. Introduction to NumPy and Pandas

Natural Language Processing Specialization

1. Introduction to Artificial Neural Networks
1. From Biological to Artificial Neurons
2. Implementing MLPs using Keras with TensorFlow Backend
3. Fine-Tuning Neural Network Hyperparameters
2. Training Deep Neural Networks
1. The Vanishing / Exploding Gradients Problems
2. Reusing Pretrained Layers
3. Faster Optimizers
4. Avoiding Overfitting Through Regularization
5. Practical Guidelines to Train Deep Neural Networks
3. Convolutional Neural Networks
1. The Architecture of the Visual Cortex
2. Convolutional Layer
3. Pooling Layer
4. CNN Architectures
5. Classification with Keras
6. Transfer Learning with Keras
7. Object Detection
8. YOLO
4. Recurrent Neural Networks
1. Recurrent Neurons and Layers
2. Basic RNNs in TensorFlow
3. Training RNNs
4. Deep RNNs
5. Forecasting a Time Series
6. LSTM Cell
7. GRU Cell
5. Natural Language Processing
1. Introduction to Natural Language Processing
2. Creating a Quiz Using TextBlob
3. Finding Related Posts with scikit-learn
4. Generating Shakespearean Text Using Character RNN
5. Sentiment Analysis
6. Encoder-Decoder Network for Neural Machine Translation
7. Attention Mechanisms
8. Recent Innovations in Language Models

Projects

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Prerequisites

There is no pre-requisite as such the course only requires a good internet connection and a browser to watch videos and do hands-on the lab. We've configured all the tools in the lab so that you can focus on learning and practising in a real-world cluster.

FREE

3 Days Free Trial

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  • Real-time cluster access for 3 days
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Basic

1 Month Access

29/mo

  • Cancel Anytime
  • Unlimited Access to all CloudxLab self-paced courses
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • Placement Assistance
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Premium

6 Months Access

19/mo

  • Cancel Anytime
  • Unlimited Access to all CloudxLab self-paced courses
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • Placement Assistance
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Testimonials

Frequently Asked Questions

What are the hardware and software requirements?

Course requires a good internet connection and a browser to watch videos and do hands-on the lab. We've configured all the tools in the lab so that you can focus on learning and practising in a real-world cluster.

Can I renew my lab subscription?

Yes, you can renew your subscription anytime. Please choose your desired plan for the lab and make payment to renew your subscription.

Do I need to install any software before starting this course?

No, we will provide you with the access to our online lab and BootML so that you do not have to install anything on your local machine

What do I need to fulfill to get the CloudxLab certificate for the course?

You should complete 100% of the course along with all the given projects in order to be eligible for the certificate.

Kindly note that there is no deadline for CloudxLab courses.

What is the validity of course material?

We understand that you might need course material for a longer duration to make most out of your subscription. You will get lifetime access to the course material so that you can refer to the course material anytime.