0

Home / course / Machine Learning for Natural Language Processing

Machine Learning for Natural Language Processing

Enroll Now

Course Description

Welcome to Innovative Skills, your trusted partner in harnessing the potential of Natural Language Processing (NLP) through state-of-the-art Machine Learning solutions. Our mission is to empower your organization with innovative skills and technology that will revolutionize the way you interact with language data.

Topic-1 (How to do Automated Data Collection for NLP Project)

  • Locator Finding (Xpath. CSS. SELECTOR. ID. CLASS NAME....)
  • How to collect multiple data in single page
  • How to collect multiple page data
  • How to use regex in data collection
  • How to do brainstorm in a critical problems
  • How to handle cache issue
  • How to handle waiting Time
  • How to download file
  • How to handle google recaptcha (common pattern)
  • How to handle JS pagination to collect data
  • How to handle loader using scroll
  • How Does Scroll works mathematically
  • How to handle various click events
  • How to send data to a form
  • Comment Collection project
  • Lead generation Project from Google.
  • How to do freelancing in this sector

Topic-2 (Extraction, Transformation Loading Processing in NLP)

  • Extraction Techniques from various Sources
  • Transformation Techniques from Various Sources
  • SQL
  • Feature Engineering
  • Loading techniques into various destination
  • Build a projects

Topic-3

  • Text Preprocessing in Python

Topic-4

  • Text Vectorization with NumPy and Pandas

Topic-5

  • Sentiment Analysis with Python

Topic-6

  • Text Classification with Python

Topic-7

  • Machine and Deep Learning Models Development with Python

Topic-8

  • NLP Libraries in Python

Topic-9

  • Introduction to Recurrent Neural Networks (RNNs)

Topic-10

  • Building and training RNNs for NLP tasks

Topic-11

  • Understanding Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU)

Topic-12

  • Building and training LSTM and GRU models for NLP tasks

Topic-13

  • Sequence Models for NLP - Transformers

Topic-14

  • Named Entity Recognition (NER) with Python for NLP Task

Topic-15

  • Building text generation models for NLP

Topic-16

  • Introduction to language models

Topic-17

  • Fine-tuning language models for specific NLP tasks

Topic-18

  • Sequence-to-Sequence Models for NLP

Topic-19

  • Building Chatbots and Conversational AI

Topic-20

  • Text Similarity and Clustering for NLP

Topic-21

  • Text Summarization for NLP

Topic-22

  • Solve a Research Problem using NLP - Milestone Project

Evaluation

Image

Reviews through our website

Reviews through Social Media

Tasfiq Kamran

Aminul Mahi

Shaiful Islam

MD Asadullah Shibli

Obaydullah Hasib

Nirban Mitra Joy

Md Maniruzzaman Manir

Md Anower Hossain

Mehedi Azad

Alomghir Hossain

Video Feedback

Student - 1
Student - 2
Student - 3
Student - 4
Student - 5

Key Topics:

  • 1 Automated data collection
  • 2 ETL
  • 3 System Design
  • 4 Text Processing
  • 5 Different Types of ML Algorithm
  • 6 Different Types of DL Algorithm
  • 7 Different Types of Generative AI Algorithm

Price

6000

Discount Price

4020

Duration

5 Months

Available Seats

89

Class Type

Live

Access

Lifetime

Remaining

1 day
Enroll Now

Other Courses

course Image
32%
course Image
33%
course Image
course Image
80%
course Image
40%
course Image
50%
course Image
course Image
30%
course Image
course Image
40%
course Image
50%
course Image
course Image
40%
course Image
40%
course Image
40%
course Image
16%
course Image
Student Support

Working to bring significant changes in online-based learning by doing extensive research for course curriculum preparation, student engagements, and looking forward to the flexible education!

Explore

Home
About
Courses
Contact

Resources

Freelancing Support
Job Guidance Support
Privacy Policy
Terms & Conditions
Refund Policy
Installment Policy
Batch Transfer Policy

Address

D/36, Block-E, Lalmatia, Dhaka
+880 1608-590631
innovativeskillsbd@gmail.com