6-Months Diploma in AI and Machine Learning | Data Science Diploma with Artificial Intelligence

Certified Curriculum

Industry-aligned modules like Ethical Hacking, Networking, and Pentesting.

Hands-On Labs

Real-world simulations and attack scenarios.

For Beginners & Graduates

No prior experience required.

Placement Assistance

Resume help, mock interviews & job alerts.

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What Will You Learn in 6-Months Diploma in AI and Machine Learning?


Through the top-notch training faculty at Craw Security, learners who possess a strong grasp of how to accomplish something amazing with statistics, insights, model building, and analysis can pursue their bright future in the rapidly expanding field of Data Science Diploma with AI. To be honest, everyone who is eager to learn will love Craw Security's best learning environment, which gives them the chance to learn in the most meticulously designed training setting.

After completing six months of education, one can acquire a diploma in this amazing field of data science, where they will gain knowledge of the following topics:

Artificial Intelligence
Machine Learning
Python Programming for Data Science

Let's take a closer look at the subjects you will be studying in this course and how mastering them will enable you to become a successful data science specialist.

Detailed Curriculum


Python is the foundation upon which modern data science is built. The goal of this course is to give students a solid foundation in Python programming so they may gain a basic understanding of the complexity involved in data analysis. What you will receive is as follows:

Introduction
Programming language introduction
Translators (Compiler, Interpreter)
Uses of computer programs
Algorithm
Flow chart
Python Introduction
History
Why python created
Fields of use
Use of Python in Cybersecurity
Reasons for using Python
Syntax
Installation of IDE
Variables
What is variable
Declaration rules
Multiple variable declarations
Valid and invalid variables
Type casting
Data Type
Introduction
Discuss all data types
Use type() to show dynamically typed language
String
List
List: List Comprehension
Tuple
Dictionary
Set
Operators
Introduction
Arithmetic operators
Assignment operators
Comparison operators
Logical operators
Identity operator
Bitwise operator
Membership operator
Control Flow
Introduction to Conditional Statement
Conditional Statement: if
Conditional Statement: elif
Conditional Statement: else
Conditional Statement: Nested if
Introduction to Looping
Looping: for loop
Looping: While loop
Looping: Nested loop
Function
Introduction function
Declaration, calling of function
Lambda function
Filter
Reduce function
Map function
File Handling
Introduction
Text file handling
Binary file handling
Object Oriented Programming
Introduction
Difference b/w procedural programming and OOPS
Class
Object
Encapsulation
Inheritance
Abstraction
Polymorphism
Web Scrapping
Introduction
Introduce basic HTML tags
Introduction to Requests Library
Introduction to bs4
Scrapping through Beautiful Soup
Numpy
Creating NumPy arrays
Properties of Array
Indexing and Slicing
Aggregate Functions
Numpy Functions
Vectorization
Broadcasting
Boolean indexing
Pandas
Series
Data Frame
Data Frame Properties
Data Frame indexing and slicing
Reading data from various sources
Dataframe Functions
Pandas Functions
Filter Data
Visualization
Introduction to Matplolib and Seaborn
Properties of plots
Line plot
Histogram / Distplot
Bar plot/ Count Plot
Pie Chart
Heat Map
Scatter Plot
Box Plot

Why Choose Craw Security to Learn 6-Months Diploma in Artificial Intelligence (AI) and Machine Learning?


Choosing Craw Security, the Best AI Training Institute in Singapore, as the supplier of thorough training in Data Science with AI from highly sought-after professionals with many years of high-quality expertise, can be quite beneficial when it comes to attaining positive growth in life and significant advancement in one's career. Before choosing Craw Security as your ideal partner in this industry, you should think about the following important factors:

  • Total autonomy in choosing the teaching method, including:
    • VILT (Virtual Instructor-Led Training) Sessions
    • Pre-recorded Video Sessions, and
    • Offline Classroom Sessions.
  • World-Class Experienced Training Faculties.
  • The study materials are available in hard copy and soft copy.
  • Exam materials that have been validated by data scientists working for various companies worldwide.
  • A certificate of completion will be given to the student upon completion of the course and successful completion of the internal exam or exams.
Craw Security AI and ML students 1Craw Security AI and ML students 2Craw Security AI and ML students 3Craw Security AI and ML students 4Craw Security AI and ML students 5Craw Security AI and ML students 6

Market Share of Data Science


It was projected that the global market for data science platforms would be worth 103.93 billion US dollars in 2023. Over the predicted period, it is expected to rise at a compound annual growth rate (CAGR) of 24.7%, from 133.12 billion USD in 2024 to 776.86 billion USD by 2032.

A software program that acts as the basis for a data science development project's whole life cycle is referred to as a “data science platform.” Because they enable the creation, distribution, and analysis of models, these platforms are essential resources for data scientists. It also provides a computer architecture that can handle massive volumes of data and greatly simplifies data processing and visualization. Because these solutions offer a centralized platform, users may cooperate more readily.

Job Scope of Data Scientists: Exploring a Promising Career Path


In today's technologically sophisticated society, becoming a data scientist has become one of the most sought-after career paths available to prospective employees. Because businesses are depending more and more on data to make choices, innovate, and maintain an advantage over rivals, there will likely be a further increase in the need for qualified data scientists. This is a career that has the potential to be both profitable and highly varied because it encompasses a wide range of areas.

The important industries with a strong demand for data scientists and the career options open to them are summarized here as part of an overview of the employment scope of data scientists.

Technology

Data science plays a crucial role in technology businesses' efforts to improve products, produce user insights, and spur innovation. Data scientists are essential to businesses like Google, Amazon, and Facebook because they improve user experiences, customize content, and optimize algorithms.

Finance

By helping banks and other financial institutions anticipate market trends, assess risks, and spot fraudulent conduct, data scientists support the financial industry. Models for risk management, credit evaluation, and algorithmic trading are presently being developed.

Healthcare

The healthcare sector is undergoing a data science revolution by employing insights from patient data, which is enabling predictive analytics for illness prevention, bettering patient outcomes, and customizing treatments.

Retail and E-commerce

Data scientists work in the retail industry to improve pricing, inventory control, and marketing tactics. Data is used to develop recommendation systems that aim to improve the entire customer experience, much to the systems used by Amazon and Netflix.

Manufacturing

In the manufacturing sector, data scientists are mostly concerned with enhancing production lines, anticipating equipment failures through predictive maintenance, and lowering operating expenses through supply chain data analysis.

Government and Public Policy

Data science is used by governments to evaluate public sector data, enhance services, and further smart city projects. It facilitates the creation of fact-based judgments in the fields of education, public health, and urban planning.

Skills Required for Data Scientists


To succeed in this field, a data scientist must possess both technical and non-technical abilities. These skills include:

  • Programming Skills,
  • Statistical Analysis,
  • Machine Learning,
  • Data Visualization,
  • Big Data Tools,
  • Communication Skills, etc.

Career Prospects and Growth Opportunities


For data scientists, a dynamic career path with a wide variety of duties and specialized chances is what they should expect. Some of the most common job titles in this industry are as follows:

Junior Data Scientist

Data collection, cleaning, and support for basic data analysis are the main responsibilities of entry-level roles.

Data Analyst

Data analysts frequently act as middlemen and are primarily concerned with interpreting and evaluating data to produce business insights.

Senior Data Scientist

As their experience grows, data scientists can take on more responsibility for projects, create more intricate machine-learning models, and take on more difficult tasks.

Machine Learning Engineer

When data scientists gain experience in machine learning, they go on to work in fields that require them to create scalable machine learning models for business applications.

Data Science Manager

Data scientists have the chance to take on leadership responsibilities as their careers evolve, which include managing groups of data experts and creating data strategies.

Chief Data Officer (CDO)

In a senior executive position, this person is in charge of managing the organization's data strategy and ensuring that the information assets of the firm are maximized to meet business goals.

Benefits of Learning Artificial Intelligence (AI) and Machine Learning


These days, data is sometimes referred to as the "new oil" because of its contribution to innovation, business expansion, and scientific advancement. The need for skilled workers in the data science profession is increasing as more and more businesses across all industries implement plans that are more data-driven. One of the most fulfilling skills to learn is data science, which has several benefits, including the ability to solve problems and grow in one's job.

Studying data science is a wise investment for your future, which is its biggest advantage:

High Demand and Lucrative Career Opportunities
Diverse Career Paths and Flexibility
Solving Real-World Problems
Enhanced Problem-Solving and Analytical Thinking
Empowerment through Data Literacy
Opportunities for Innovation and Creativity
Mastering Cutting-Edge Tools and Technologies
Continuous Learning and Adaptation
Impactful Career with Global Reach

Who Should Do 6 Months Diploma in Learning Artificial Intelligence (AI) and Machine Learning?


The following people would benefit from enrolling in this diploma program:

  • Fresh Graduates and Students,
  • Professionals Looking for a Career Change,
  • IT Professionals Looking to Upskill,
  • Business Professionals and Managers,
  • Entrepreneurs and Startups,
  • Researchers and Academics,
  • Anyone Interested in Artificial Intelligence and Machine Learning,
  • People Looking for Remote Work Opportunities, etc.

Learn at your own pace

Choose Your preferred Learning Mode

Classroom Training

Classroom Training

We offer customized VILT (Virtual Instructor-Led Training) sessions at your convenient hours to provide effortless training.

Online Training

Online Training Class

One can also opt for the prerecorded video sessions available at any point of time from any particular location.

Corporate Training

Corporate Training

Hire a preferred trainer at your work premises at your chosen time slots and train your employees with full efficiency.

Placed Students

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Satyam Kumar

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Mohammad Azhar

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Aanchal

Aanchal

Placed in In2 it Technologies

Avinash Verma

Avinash Verma

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Sudiksha Gulati

Sudiksha Gulati

Placed in Infocus IT Solution pvt ltd

Mohammad Sameer

Mohammad Sameer

Placed in Ewebguru

Harman Singh

Harman Singh

Placed in Cyber assure services pvt ltd

Purvang

Purvang

Placed in Cyber assure services pvt ltd

Mukund K, jha

Mukund K, jha

Placed in Cyber assure services pvt ltd

Shubham Singh

Shubham Singh

Placed in Nuvam Labs pvt ltd

Tanuj Sharma

Tanuj Sharma

Placed in Nuvam Labs pvt ltd

Ashutosh Chauhan

Ashutosh Chauhan

Placed in Algonauts Advisory Services

Satyam Kumar

Satyam Kumar

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Mukund K, jha

Mukund K, jha

Placed in Wi-jungle

Mohit Dev

Mohit Dev

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Shubham Gupta

Shubham Gupta

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Adarsh Kumar

Adarsh Kumar

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Nabeel Ahmed

Nabeel Ahmed

Placed in Wi-jungle

Ravinder Rajput

Ravinder Rajput

Placed in Cyber assure services pvt ltd

Maihar Kumar

Maihar Kumar

Placed in Cyber assure services pvt ltd

Arman Nagpal

Arman Nagpal

Placed in Cyber assure services pvt ltd

Diwakar Singh

Diwakar Singh

Placed in Cyber assure services pvt ltd

Sandeep Rajput

Sandeep Rajput

Placed in Cyber assure services pvt ltd

Mukund K, jha

Mukund K, jha

Placed in Cyber assure services pvt ltd

Shahnawaz

Shahnawaz

Placed in RSM Consulting pvt ltd

Anurag

Anurag

Placed in Techbridge Consultancy pvt ltd

Mukul Meena

Mukul Meena

Placed in ProExcel Technologies pvt ltd

Ravinder Rajput

Ravinder Rajput

Placed in RSC Technologies pvt ltd

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