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Course Section:
  • Summary
  • Highlights
  • Syllabus

Today, we all live in a digital world, and digital marketing concepts are constantly updated. Knowledge of artificial intelligence and machine learning is increasing at a rapid pace. This AI ML course can change the course of your life and career once you enroll in it.

This is why if you learn the skills of Artificial Intelligence & Machine learning then you can easily stand out in the competition. Today, every aspect of business revolves around data. In short, we are now residing in a data-driven world.

Now, there are various institutes present in India that can offer you courses in data science. But the real challenge starts from here, out of many you have to select the best.

Prerequisites For Artificial Intelligence & Machine Learning Course

Anyone who wants to complete the artificial intelligence & machine learning course can join this course after completing 12th grade. So, there are no obligations regarding this matter towards the students.

Why Artificial Intelligence & Machine Learning?

The demand for Artificial intelligence & machine learning has increased at a rapid pace for a few years. Every sector is now moving their interest from offline mode to online mode. So, the entire world is moving towards digitization. This is why AI & ML course is getting so much leverage in the industry. Now, let’s find out the reasons why you need to learn it.

  • The demand for AI ML course skills is high among the workforce.
  • Powering innovation and problem-solving skills increase.
  • All the crucial business decisions will be based on data.
  • Empowers business functions by increasing its efficiency.
  • It will improve your productivity and lifestyle.
  • Addresses ethical questions and societal challenges.
  • It prepares the chances of future domination.

Why Artificial Intelligence Training & Machine Learning from ICA?

There are various reasons why you should avail the courses in AI and machine learning from ICA. Some of the core reasons are as follows:-

  • NSDC Certification
  • IOA Analytics certification
  • Practical Training
  • Real-life Projects

What Skills Will You Learn From AI & Machine Learning Program?

There are different forms of skills you can learn from Artificial Intelligence & Machine learning courses. Some of these course curriculum that you will learn from this course are as follows:-

1. Microsoft Excel

Microsoft Excel is the basic tool for data analysis. All your valuable data and information can be kept in Microsoft Excel. Additionally, today also most people don’t know the basics of Excel properly. So, this certification course can be of great help to you.

  • Basics of Excel.
  • Data analysis in Excel.
  • Google sheets.
  • Formula, loops.

2. Statistics

In the field of data science, only statistics analysis can offer you accurate information to have the proper information of data. In this section, you will learn how to use statistical data to reach a decisive conclusion regarding any matter. Some of the core concepts that you will learn here are as follows:-

  • What is statistics?
  • Types of statistics
  • Graphs
  • Charts distribution.
  • Standard deviation.
  • Variance.
  • Measure of dispersion.
  • Sampling Probability theorems.
  • Type of probability
  • Distribution.
  • Z Score.
  • Hypothesis testing.
  • Types of hypothesis testing.
  • Types of errors in hypothesis testing.

3. R Language

The R language is another AI and Machine Learning you must learn from this post-graduation course. It is designed for statistical computing, data analysis, and data visualization. In most cases, it is widely used in data science. In AI ML course the need for R language is huge.

The course curriculum for this topic stands as follows:-

  • Download and install.
  • Introduction to R.
  • Basics to R.
  • Writing A code.
  • Operators.
  • Function.
  • Data structure.
  • Data type.
  • Visualization.
  • Packages.
  • Conditional statements.
  • Loops.

4. Python

Python has become one of the most popular programming languages for experts and beginners. This is due to its clean syntax that resembles English as well as its wide range of applications. Some of the core topics you will learn from this course are as follows:-

  • Know the process of downloading and installation of this software.
  • Introduction to Python.
  • Basic to Python.
  • Writing A code.
  • Operators.
  • Functions.
  • Data Structure.
  • Data type.
  • Visualization.
  • Library.
  • Conditional statements.
  • Loops.
  • File handling.

5. Machine Learning

Machine learning can help you to understand the concepts of artificial intelligence. In this process, it helps to build systems that learn from data and improve performance over time. Thus it is exclusively programmed for each specific task. There are certain topics you will learn from this course. Some of these topics are as follows:-

  • Linear Regression.
  • Logistics Regression.
  • Clustering.
  • Decision free.
  • Random Forest.
  • Time Series.
  • Support Vector machine.

6. Advance AI & ML -1

The Advance AI & ML -1 course will clarify your doubts about the basic level of machine learning. You will understand the core concepts of it in a better manner. Additionally, you will understand how to make the applications of AI and ML in practical fields. Some of the core concepts that you will learn here are as follows:-

  • Ensemble Modelling.
  • PCA, LDA.
  • Neural Network.
  • Bagging and boosting techniques.
  • Deep Learning.
  • Tensor Flow.

7. Advance AI & ML -2

Advanced AI and ML-2 courses can offer you complete details about the depth of AI and ML. You will get complete insights about AI and ML learning. So, you can understand the requirements of AI & ML -2 in the future. This can boost the scope of your learning to a greater extent. Some of its key features of it are as follows:-

  • Recommendation Engine.
  • Introduction to all chatbots.
  • NLP and advanced text analytics.
  • Introduction to computer vision.

8. Data Visualization

Data visualization is one of the graphical representations of the data in visual and graphical formats. You must get through the charts, graphs, and maps to make things easier and effective for you. The main objective here is to make the complex data easier to understand and interpret as per your requirements. Some of the key topics it that you should understand here are as follows:-

  • Tableau
  • Power BI
  • Case Study

9. SQL.

Structured query language is a programming language that is managed and designed for configuring relational databases. It helps users to create, update, read, and delete data. This can boost the scope of your career development to a greater level. In various business applications, SQL language is used for web development purposes. Some of the key topics of this course are as follows:-

  • Install MySQL workbench
  • Introduction to SQL
  • Basic command in SQL
  • Advanced SQL coding
  • SQL with Python
  • SQL database overview

10. Big Data

Big data refers to massive volumes of structured, unstructured, and semi-structured data that can make things easier and more effective for you. This data is so large and complex that traditional data-processing software can't manage or analyze it efficiently. Now, the demand for data analysts is gradually increasing in the market. So, if you complete a Big data course then things can become easier for you. Some of the key topics that you will learn in this course are as follows:-

  • Introduction to Big Data Analytics
  • Hadoop
  • Spark

11. Domain Analytics

Domain analytics refers to specialized analysis of the data within a specific domain and industry. It will help you to generate insights for making informed decision making in this field. Thus it helps you leverage industry-specific knowledge within a particular time period. Some of the key topics covered in this section are as follows:-

  • Domain Analytics
  • Analytics for Marketing activity
  • Retails Analytics
  • It helps to offer you industry-specific knowledge

12 Projects

After the completion of the course you need to do certain project work for ICA. Some of the key aspects that you should be well aware of from your counterpart in this case:-

  • Recommendation engine
  • Chat Bot
  • Marketing Analytics
  • Finance Analytics
  • Retail Analytics
  • Healthcare Analytics
  • HR analytics
  • Sports Analytics

Tools Covered In This Course

There are several tools available to use while learning the AI&ML course. Some of the key tools that you must know to complete this course successfully are as follows:-

  • Pytorch
  • Keras
  • Deep Learning
  • Tensor flow
  • Computer Vision
  • Pandas
  • Clustering
  • Chat GPT
  • Microsoft Excel
  • Statistics
  • R Language
  • Python
  • Machine Learning
  • Advance AI & ML 1
  • Advance AI & ML 2
  • Data Visulation
  • SQL ( Database Management System )
  • Big Data
  • Domain Analytics
  • Live Project ( Any 2)
6 Hours 4 Lecture
Lecture 1 : Basic of Excel
Lecture 2 : Data Analysis in Excel
Lecture 3 : Formula, Loops
Lecture 4 : Google Sheets
15 Hours 15 Lecture
Lecture 1 : What is Statistics
Lecture 2 : Types of Statistics
Lecture 3 : Graph
Lecture 4 : Charts Distribution
Lecture 5 : Standard Deviation
Lecture 6 : Variance
Lecture 7 : Measure of Dispersion
Lecture 8 : Sampling Probability Theorems
Lecture 9 : Type of Probability
Lecture 10 : Distribution
Lecture 11 : Z score
Lecture 12 : Hypothesis Testing
Lecture 13 : Central Limit Theorems
Lecture 14 : Types of Hypothesis Testing
Lecture 15 : Types of errors in Hypothesis Testing
10 Hours 12 Lecture
Lecture 1 : Download and installation
Lecture 2 : Introduction to R
Lecture 3 : Basic to R
Lecture 4 : Wring a code
Lecture 5 : Operators
Lecture 6 : Function
Lecture 7 : Data Structure
Lecture 8 : Data type
Lecture 9 : Visualization
Lecture 10 : Packages
Lecture 11 : Conditional statements
Lecture 12 : Loops
10 Hours 13 Lecture
Lecture 1 : Download and installation
Lecture 2 : Introduction to Python
Lecture 3 : Basic to Python
Lecture 4 : Writing a code
Lecture 5 : Operators
Lecture 6 : Function
Lecture 7 : Data Structure
Lecture 8 : Data type
Lecture 9 : Visualization
Lecture 10 : Libraries
Lecture 11 : Conditional statements
Lecture 12 : Loops
Lecture 13 : File Handling
40 Hours 7 Lecture
Lecture 1 : Linear Regression
Lecture 2 : Logistic Regression
Lecture 3 : Clustering
Lecture 4 : Decision Tree
Lecture 5 : Random Forest
Lecture 6 : Time Series
Lecture 7 : Support Vector Machine
50 Hours 6 Lecture
Lecture 1 : Ensemble Modelling
Lecture 2 : PCA, LDA
Lecture 3 : Bagging and Boosting Techniques
Lecture 4 : Neural Network
Lecture 5 : Deep Learning
Lecture 6 : Tensor Flow
60 Hours 4 Lecture
Lecture 1 : Recommendation Engine (Recommender system)
Lecture 2 : Advance Text Analytics and NLP
Lecture 3 : Introduction to Chat Bot’s
Lecture 4 : Introduction to Computer Vision
15 Hours 3 Lecture
Lecture 1 : Tableau
Lecture 2 : Power BI
Lecture 3 : Case Study
8 Hours 6 Lecture
Lecture 1 : Install My SQL Work Bench
Lecture 2 : Introduction to SQL
Lecture 3 : Basic command in SQL
Lecture 4 : Advance SQL Coding
Lecture 5 : SQL Database Overview
Lecture 6 : SQL with Python
10 Hours 3 Lecture
Lecture 1 : Introduction to Big Data Analytics
Lecture 2 : Hadoop
Lecture 3 : Spark
32 Hours 7 Lecture
Lecture 1 : Domain Analytics
Lecture 2 : Marketing Analytics
Lecture 3 : Retails Analytics
Lecture 4 : Finance Analytics
Lecture 5 : HR Analytics
Lecture 6 : Health Care Analytics
Lecture 7 : Sports Analytics
Hours 8 Lecture
Lecture 1 : Recommendation Engine
Lecture 2 : Chat Bot
Lecture 3 : Marketing Analytics
Lecture 4 : Retails Analytics
Lecture 5 : Finance Analytics
Lecture 6 : HR Analytics
Lecture 7 : Health Care Analytics
Lecture 8 : Sports Analytics
About This Course

What Students Say

ICA's CIA Plus course provided an excellent foundation for my career. The course material was well-structured and easy to understand. The mock exams and interview sessions helped me build confidence. Now I got the much needed job.

Yogita Ozarkar Placed at Panacea Financial Solutions

All thanks goes to SAP FICO course by ICA Edu Skills, I landed a dream job in a multinational company. The course's emphasis on real-world scenarios and case studies made me job-ready from day one.

Varinderjit Singh Placed at Reliance Secutity

I enrolled in ICA's accounting course with minimal knowledge but emerged confident and well-prepared. The curriculum was comprehensive, covering everything from financial accounting to taxation.

Sangita Roy Placed at ATF Technotrip

The ICA Tally GST course provided in-depth knowledge of GST rules and their implementation in Tally. The hands-on exercises and real-world examples made the learning process engaging and effective.

Mohammad Abid Hussain Placed at CirCuit World

I was impressed by the depth of knowledge covered in the ICA Edu Skills Advanced Excel course. The real-world examples and case studies made the learning process engaging and relevant.

Koushik Malik Placed at Bajrang Steelmet Trading

ICA's SAP course equipped me with the skills to excel at Easy Store Communication! The comprehensive training and real-world scenarios made me SAP-ready

Noufal Jaleel Placed at Easy Store Communication LLP

ICA's Tally course helped me crack the competitive exams at Competitive Cracker! In-depth training and practice sets boosted my confidence, and now I'm on track for my dream accounting career. Thanks, ICA!

Jissa Trassa Antony Placed at Competitive Cracker

ICA's GST course gave me the edge for landing my dream job at KPMG! Their in-depth explanations and focus on compliance made me a GST whiz. Highly recommended for anyone pursuing a career in tax!

Rohit Kumar Jaiswara Placed at KPMG

ICA's Accounts course unlocked the door to Genpact! The clear instruction and practical exercises gave me the confidence to excel in my new accounting role. Thanks, ICA!

Priya Saini Placed at Genpact

Leveling up my Excel skills with ICA's Advanced Excel course was a smart move! Their in-depth training on formulas and automation made me a standout at TCS. Highly recommend for anyone wanting to boost their Excel expertise

Sonam Kumari Paced at TCS
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Frequently Asked Questions

ICA has served more than 70000 employers in the last 25 years. Companies include MNC , Many CA firms including big 4, MSME , Banks, NBFC, Manufacturing , Service industry, Multi branches companies.

Currently, there are 100+ centers across the country.

You can do courses at any of the nearest ICA out of 100+ centers or online also icacourse.in, which offers courses in online mode to students. This allows students to access education from anywhere at their comfort level at affordable prices.

ICA is an NSDC affiliated Training institute and all certificates are approved by NSDC. Our students are working for renowned companies with reputable designations, which shows how credible our certifications are. For more details, please refer to our placement details.

We ensure ROI on your time and money investment. You will be able to recover your investment within 3-4 months of course completion . After Training you will be eligible to get a 6 months internship at CA firms/industry followed by placement. Let?s see what we offer in our courses to make them more affordable:

  • Latest and updated curriculum, according to the industry trends.
  • 90% Practical Training
  • NSDC Certified training
  • 100% Job Guarantee
  • ATJ card ( Any Time Job Card) to access Placement opportunity across 30 placement offices.
  • Top industry experts as a faculty to equip you with the right skill set.
  • Real-Life Projects
  • Opportunity to learn using 10 simulation software.

These are just a few things we mentioned about our course curriculum. You are equipped with the in-demand skills that make you industry-ready, that?s what you expect from any institute.

If you want to make a growth oriented career in accounts and finance, This is the right course. Course has covered all essential skills in accounts, finance and taxation, so you not only get a good job, but also progress well and can become accounts manager in 3-5 years .Comparing and reviewing the products before purchase is the consumer's right. You can check students' testimonials and Google reviews to verify the authenticity of the institute. You can also compare the features of the courses we offer and their credibility in the job market.

Anyone who has completed the 12th grade and is interested in pursuing a career in the Accounts, Finance and Taxation fields can join the courses.

  • Certified Industrial Accountant - Express ( 8 Months Course)
  • Certified Industrial Accountant - (12-Months Course)
  • Certified Industrial Accountant - Plus (18-Month Course)

To avail of the assured job from ICA, a few criteria must be met

  • Firstly, your enrollment course should be any of Long term career courses
  • Thereafter,, you have to fulfill the following conditions.
  • 90% Attendance.
  • All projects and assignments must be completed and submitted within a given time frame.
  • You have to pass all the assessments and final exams.

Once you successfully pass all the conditions, you will be given an internship of 6 months under CA or In Industry . Thereafter you can avail the placement.

The entire job guarantee program is designed under expert supervision, which includes:

  • Monthly Mock Interviews
  • Group Discussion
  • Doubt Clearing Sessions
  • Lastly, the placement round, where multiple companies from different industries
  • conduct interviews and offer students full-time job opportunities.

Note: Students, if not placed in one company, are allowed to attend multiple interviews of the different companies that ICA organized. We assured 100% job guarantee to all the students enrolled in the job guarantee courses.

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