BigDataLogin - AI, ML and Data Science Fast-Track Course Syllabus and Enroll

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About AI, ML, Data Science & Tableau Fast-Track Certification Course :

This course provides a comprehensive introduction to Fundamentals of Programming using Python and the concepts of AI, ML, DS (Data Science) and Tableau for various industrial applications.
This is a basic to advanced course hence prior programming experience is not required.
This course will help candidates to develop the basic knowledge and basic skills required for a programmer to use the Python programming environment effectively in terms of Fundamentals of Python Programming and important Libraries such as NumPy, Pandas, Matplotlib and Seaborn etc.
Our curriculum covers the concepts of Artificial Intelligence, Machine Learning & Data Science enabling you to become an expert in these three complementary disciplines that organizations are seeking globally.
Towards the end of the course you will also learn Machine Learning and Data Science theory, concepts and make applications AI enabled.

Languages and Tools covered in this Course

Different options for AI, ML, DS, Tableau Training Courses

Job-Placement Assistance :

BigDataLogin is a Premium Job Portal and we have hundreds of companies registered with us
On successful completion of the AI, ML, Data Science and Tableau training course - Your profile and CV along with your training certification will be sent to all the companies registered with us
Companies that Hire from Us - across various technology skills-sets in our native Job Portal - Jobs Grid - Upload your profile & CV
After you have received training certification from us - your profile in our Job Portal will have a badge which says - "AI, ML, Data Science & Tableau Certified"
Your AI Certiication Badge will be viewed by all Recruiters in our Job Portal

Training Objective :

To learn about major disciplines in AI, ML, Data Science & Tableau, their fundamental differences and applicability.
Build a solid foundation - Learn key AI, ML, DS (Data Science) & Tableau concepts & Programming Fundamentals.
Fast-Track your Career in Artificial Intelligence, Machine Learning, Data Science & Tableau with exciting Job Offers.

Training Pre-requisites :

Any Graduate with knowledge of basic computer operations.
Laptop or Desktop (with camera) and a good internet connection.

Training Course Duration :

Total Duration - 54 Hours across 4 months View Options
Total 8 Modules

Training Mode :

Instructor-Led Live Online Training View Options
1:1 Live interactive Sessions with our AI, ML, Data Science & Tableau experts
Training Course Video Recording will be provided after each session (Class)
Live Coding Classes

LMS Access & Video Recordings :

You will have Lifetime access to Training Videos in our LMS (Learning Management System)
LMS contains Course Video Recordings - Videos will be available after each Training Session

Detailed Course Content & Syllabus
Topics
Module 1: Programming basics for Python Coding Duration: 4 Hours
Introduction to Python Programming
Programming Environment Setup
Programming Fundamentals of Python
File Handling, Exception Handling and Package Handling
OOPS Concepts
Assignment / Quiz

Module 2: Exploratory Data Analysis (EDA) - Data ScienceDuration: 4 Hours
Data Cleaning, Data Wrangling
Univariate Analysis
Bivariate / Multivariate Analysis
EDA using Python
Assignment / Quiz

Module 3: Machine Learning (ML) Duration: 8 Hours
Regression
Classification
Clustering
ML implementation using Python
Assignment / Quiz

Module 4: Artificial Neural Network (ANN) Duration: 8 Hours
Perceptron / Artificial Neuron
Structure
Activation Functions
Feed Forward / Back Propagation
Building ANN using Python and Keras
Assignment / Quiz

Module 5: Convolutional Neural Network (CNN) Duration: 8 Hours
Convolution
Feature Maps
Pooling
Stride And Padding
Building CNN using Python and Keras
Assignment / Quiz

Module 6: Recurrent Neural Networks (RNN) Duration: 8 Hours
Sequential Data
Structure
Bi-directional RNN (Recurrent Neural Networks)
LSTM (Long short-term memory)
Building RNN using Python and Keras
Assignment / Quiz

Module 7: Natural Language Processing (NLP) Duration: 8 Hours
Tokenization
POS tagging
NER (Named Entity Recognition)
NLP using Python
Assignment / Quiz

Module 8: Tableau Training - Basic & AdvancedDuration: 6 Hours
Introduction to Tableau
Data Connection
Data Visualization
Tableau Calculation
Tableau Dashboard
Assignment / Quiz

About the Trainer :

Our Instructor has more than 20+ years of experience in the IT Industry
Our Instructor is a working professional from the Industry, working in leading organizations and has real-world experience in AI, ML, Data Science and Tableau
Our Expert Trainer will help you with upskilling AI, ML, Data Science & Tableau fundamental concepts and help you to complete assignments and guide you in Live Projects
The Instructor has expertise in Artificial Intelligence, Machine Learning, Data Science and Tableau

Job Opportunities & Placement Assistance :

You can upload your CV & Profile in our Exclusive Job Portal
BigDataLogin has a Premium Job Portal called "Jobs Grid" - this is focused to provide Jobs in the Big Data, AI, ML, IOT and Data Science industry
On Course Completion your profile will be sent to all Companies who hire Candidates with AI, ML, Data Science and Tableau knowledge - at all levels - from Fresher Hiring to Experienced Hiring

Type of Job Opportunities that the Learner can target after completing this Course are listed below :

Data Scientist (both Freshers & Experienced)
AI Engineer (both Freshers & Experienced)
Data Analyst (both Freshers & Experienced)
Machine Learning Engineer (both Freshers & Experienced)
Tableau Developer (both Freshers & Experienced)
Tableau Consultant (both Freshers & Experienced)
Tableau – Visualization Developer (both Freshers & Experienced)
Tableau Administrator (both Freshers & Experienced)
Tableau Analyst (both Freshers & Experienced)
and many more

Tech Support & Clarifications :

Doubts & Clarifications will be provided by our Trainer via
LMS (Learning Management System) View Options

Capstone Project :

Learners will have the opportunity to participate in a Capstone Project covering all the topics listed in the Course Curriculum

Companies that hire from us - in a variety of skill sets :

...and hundreds more companies

Career Counselling and Mentoring

You will be provided Career Counselling and Mentoring by our industry experts in AI, ML, Data Science & Tableau

Interview Preparation

You will have access to our AI, ML, Data Science and Tableau Experts and Mentors who will help you to prepare for Technical interviews and Soft Skills preparation

Remote Online Classes

Instructor-Led Live Online Courses which are conducted by our Industry Experts in AI, ML, Data Science and Tableau

Average Salary Hike

Average Salary Hike is 60% for Data Scientist, AI Engineer, Data Analyst, Machine Learning Engineer

Enroll Now - Click to View Rate Card & Pay

*T & C Apply

Click on Pay Now to Check EMI Options
Candidates can pay the Course fee through Net Banking, Credit Cards, Debit Cards or UPI
Call our Training & Career Counsellor on (+91) 9945235221 and (+91) 9972579495

* BigDataLogin has a Job Portal and will share Learner candidates / CV / AI Certificate to Recruiters who are listed and hiring from us. Learners / Candidates have to clear the company's screening process to be hired

Artificial Intelligence,
Machine Learning,
Data Science
and Tableau
Fast-Track Certification

Get Trained and Certified by our
Experts in AI, ML, DS & Tableau

Artificial Intelligence,Machine Learning,Data Scienceand TableauFast-Track Certification

Get Trained and Certified by our Experts in AI, ML, DS & Tableau

Artificial Intelligence,
Machine Learning,
Data Science
and Tableau
Fast-Track Certification

Get Trained and Certified by our
Experts in AI, ML, DS & Tableau