★★★★★

(2,095 ratings) 50,000+ Student

AI WITH MACHINE & DEEP LEARNING

AI with Machine Learning and Deep Learning represents the integration of data-driven, learning-based techniques into artificial intelligence systems, enabling them to perform complex tasks and make intelligent decisions across various domains and industries.

Radical Technologies

50,000+ English 60 hours Weekdays / Weekends Classroom / Online / Corporate

Online / Classroom

IT Training Programme

Duration 60 hours

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

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100% placement assistance

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What you'll learn

Understand core concepts and architecture from the ground up

Get hands-on with the tools used by working professionals

Build real-world projects you can add to your portfolio

Learn industry best practices and coding standards

Practice with real datasets and real-world scenarios

Prepare for certification and technical interviews

Work on collaborative, team-based exercises

Apply performance tuning and optimization techniques

Understand how the technology fits into a larger ecosystem

Complete assignments reviewed by mentors

Programme Overview

18 sections covering the complete curriculum — a single, progressive learning arc.

60 hours

Training Duration

Core Modules

115

Total Lessons

4.8★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

Who is this programme for?

Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a AI role.

Software Developers

Engineers who want to add this skill set to their toolkit

Analysts & Consultants

Professionals moving into a more technical, hands-on role

IT Professionals

System admins and support engineers upskilling into a new domain

Fresh Graduates

CS/IT graduates aiming for a job-ready technical role

Course Curriculum

18 sections • 115 lessons • 60 hours

Jump to Section

Total Duration

60 hours

100% Practical · Unlimited Doubt Sessions

01 Introduction with Artificial Intelligence (Project – 1)

What is AI (Artificial Intelligence) ?

What types of intelligences we are talking about?

Different definitions and Ultimate goal of AI.

What are application areas for AI?

History of AI and some real life examples of AI.

02 ML and other related terms to AI (Project -1)

What is ML and How it is related with AI?

What is NLP and How it is related with AI?

What is DL and How it is related with ML and AI?

What are ANNs and DNNs and How are they related to AI?

03 A working example of AI and ML (Project – 1)

Project 1 – These simple tasks are to make you understand how AI and ML can find their applications in real life.

04 Python libraries for ML (Project – 1)

What are Libraries, packages and Modules?

What are top Python libraries for ML in Python?

05 Setting up Anaconda development environment (Project – 1)

Why choosing Anaconda development environment?

Setting up Anaconda development environment on Windows 10 PC.

Verifying proper installation of Anaconda environment.

06 Getting into core development of ML(Project – 1)

What is a classifier in ML?

Important elements and flow of any ML projects.

Let’s develop our first ML program – explanations

Let’s develop our first ML program – development

07 Different ML techniques (Project – 2)

These simple tasks are going to give you some great experience with Machine Learning introductory programs or better say, “Hello world” programs of Machine Learning.

What all ML techniques are there?

Evaluation methods of all ML techniques.

development

08 Developing complete project of ML (IRIS flower project) (Project – 2)

Developing complete ML project – understanding data set

Developing complete ML project – understanding flow of project

Developing complete ML project – visualizing data set through Python

Developing complete ML project – development

Developing complete ML project – concepts explanations

Developing another project of ML (Digit recognition project)

09 Introduction of Ai with Deep Learning (Project – 3)

After completing these project, you have done and understood multiple complete projects of Machine Learning.

Installation

CPU Software Requirements

CPU Installation of PyTorch

PyTorch with GPU on AWS

PyTorch with GPU on Linux

PyTorch with GPU on MacOSX

first ML program – development

10 PyTorch Fundamentals : Matrices (Project – 3)

Matrix Basics

Seed for Reproducibility

Torch to NumPy Bridge

NumPy to Torch Bridge

GPU and CPU Toggling

Basic Mathematical Tensor Operations

Summary of Matrices

11 Linear Regression with PyTorch (Project – 3)

Linear Regression Introduction

Linear Regression in PyTorch

Linear Regression From CPU to GPU in PyTorch

Summary of Linear Regression

12 Logistic Regression with PyTorch (Project – 3)

Logistic Regression Introduction

Linear Regression Problems

Logistic Regression In-depth

Logistic Regression with PyTorch

Logistic Regression From CPU to GPU in PyTorch

Summary of Logistic Regression

13 Feedforward Neural Network with PyTorch (Project – 3)

Logistic Regression Transition to Feedforward Neural Network

Non-linearity

Feedforward Neural Network in PyTorch

More Feedforward Neural Network Models in PyTorch

Feedforward Neural Network From CPU to GPU in PyTorch

Summary of Feedforward Neural Network

14 Convolutional Neural Network (CNN) with PyTorch (Project – 3)

Feedforward Neural Network Transition to CNN

One Convolutional Layer, Input Depth of 1

One Convolutional Layer, Input Depth of 3

One Convolutional Layer Summary

Multiple Convolutional Layers Overview

Pooling Layers

Padding for Convolutional Layers

Output Size Calculation

CNN in PyTorch

More CNN Models in PyTorch

CNN Models Summary

Expanding Model’s Capacity

CNN From CPU to GPU in PyTorch

Summary of CNN

15 Recurrent Neural Networks (RNN) (Project – 3)

Introduction to RNN

RNN in PyTorch

More RNN Models in PyTorch

RNN From CPU to GPU in PyTorch

Summary of RNN

16 Long Short-Term Memory Networks (LSTM) (Project – 3)

Introduction to LSTMs

LSTM Equations

LSTM in PyTorch

More LSTM Models in PyTorch

LSTM From CPU to GPU in PyTorch

Summary of LSTM

17 Deep Learning Projects (Project – 4)

Churn Modelling using ANN

Mini

Image Classification

Mini

Image classification using Transfer learning

Major

Sentence Classification using RNN,LSTM,GRU

Mini

Sentence Classification using word embeddings

Major

Object Detection using yolo

Major

Note : Depends upon Trainers above projects may vary

18 Machine Learning Projects (Project – 4)

EDA on movies database

Mini

House price prediction using Regression

Mini

Predict survival on the Titanic using Classification

Mini

Image Clustering

Mini

Document Clustering

Mini

Twitter US Airline Sentiment

Major

Restaurant revenue prediction

Major

Disease Prediction

Major

Note : Depends upon Trainers above projects may vary

Tools & Technologies

Every tool listed here is installed, configured and used in a hands-on lab session.

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

115+

Hands-On Lessons

Core Modules

60 hours

Training Duration

100%

Practical Training

You don't just learn AI WITH MACHINE & DEEP LEARNING. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

Apply the fundamentals in a structured, mentor-reviewed project

Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.

Structured project brief

Step-by-step implementation

Mentor feedback and review

Documented outcome

Stack Core Concepts Best Practices

PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

Build a more independent project mirroring real production scenarios

Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.

End-to-end implementation

Testing and validation

Documentation

Peer/mentor review

Stack Applied Skills Testing

PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

Take a project from requirements to a polished, portfolio-ready deliverable

Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.

Complete working solution

Presentation-ready documentation

Mentor sign-off

Portfolio-ready deliverable

Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

Start Date	Time	Day	Mode	Enroll
19/09/2026	03:00 PM – 05:00 PM	Weekend	Online	Enroll Now

Why Radical Technologies

Live Online Training

Highly practical oriented training
Installation support on your system
24/7 Email and Phone support
100% Placement Assistance
Global Certification Preparation
Trainer-Student Interactive Portal
Assignments and Projects by Mentors

Live Classroom Training

Weekend / Weekdays / Morning / Evening batches
80:20 Practical and Theory ratio
Real-life Case Studies
Easy make-up for missed sessions
PSI | Kryterion | Redhat Test Centers
Lifetime Video Classroom Access (coming soon)
Resume Prep and Mock Interviews

Self-Paced Training

Learn 300+ courses at your own time
50,000+ Satisfied Learners
Course Completion Certificate
Practical Labs available
Mentor Support available
Doubt Clearing Session available
10% Discounted Global Certification

Like the Curriculum? Let's Get Started

Join 50,000+ students already enrolled at Radical Technologies

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Global Certification

Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.

Career Services

At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.

Career Support

Course Completed? Need next steps?

Need Interview Supports?

Need Job Assistance?

Came from any other Institute?

Join our Brush-up Session & get support until you find a job!

Get Started

Radical Learning Eco-System

Exam Simulator

Cloud SandBox

Hands-on Cloud Lab

Developer Coding Ground

Student Reviews

4.8★

Average learner rating

50K+

Students trained

30+

Hiring companies alumni work at

100%

Placement assistance

4.8

★★★★★

Course Rating

★★★★★

85%

★★★★☆

12%

★★★☆☆

★★☆☆☆

★☆☆☆☆

Studying AI at Radical Technologies was a game-changer for me. The hands-on projects and industry-aligned curriculum prepared me well for the competitive job market in Pune.

S Satisfied Student

I highly recommend Radical Technologies for anyone looking to dive into the world of AI. The instructors are top-notch, and the online courses are perfect for busy professionals in Pune.

S Satisfied Student

The AI certification course at Radical Technologies exceeded my expectations. I feel confident in my AI skills and am excited to apply them in my career here in Pune.

S Satisfied Student

Radical Technologies' AI courses are worth every penny. The comprehensive learning materials and supportive faculty made my learning journey in Pune both enriching and enjoyable.

S Satisfied Student

As a beginner in AI, I was initially intimidated, but Radical Technologies' beginner-friendly courses and supportive community made learning a breeze. Pune is lucky to have such a fantastic institute.

S Satisfied Student

The AI and ML courses at Radical Technologies are a must for anyone serious about a career in tech. I landed my dream job in Pune thanks to the skills I acquired here.

S Satisfied Student

Enrolling in Radical Technologies' AI course was the best decision I made for my career. The practical projects helped me build a strong portfolio that impressed employers in Pune.

S Satisfied Student

I can't thank Radical Technologies enough for the AI training. The course content was comprehensive, and the flexible schedule allowed me to balance my studies with work in Pune.

S Satisfied Student

Radical Technologies' AI and ML certification gave me the edge I needed to stand out in Pune's competitive job market. The skills I gained here are invaluable.

S Satisfied Student

The AI courses at Radical Technologies are second to none. The instructors are experts in their field, and the real-world projects helped me develop practical skills that are in high demand in Pune.

S Satisfied Student

I'm grateful for the support I received at Radical Technologies during my AI training. The faculty went above and beyond to ensure my success, and I'm now thriving in Pune's tech industry.

S Satisfied Student

Radical Technologies' AI course opened up new opportunities for me in Pune. The networking events and job placement assistance were invaluable in kickstarting my career.

S Satisfied Student

I never thought I'd enjoy learning AI, but Radical Technologies made it engaging and fun. I've recommended their courses to all my friends in Pune who are interested in tech.

S Satisfied Student

The AI certification from Radical Technologies helped me transition into a more lucrative career in Pune. The skills I acquired here are highly sought after by employers.

S Satisfied Student

Studying AI at Radical Technologies was an eye-opening experience. The practical, hands-on approach to learning set me up for success in Pune's tech industry.

S Satisfied Student

Radical Technologies' AI and ML courses are a cut above the rest. The curriculum is comprehensive, and the instructors are passionate about helping students succeed in Pune and beyond.

S Satisfied Student

I'm amazed at how much I learned in such a short time at Radical Technologies. The AI courses are intensive but rewarding, and I'm now confident in my abilities to tackle AI projects in Pune.

S Satisfied Student

Radical Technologies' AI course gave me the skills and confidence to pursue my dream job in Pune's thriving tech scene. I can't thank the instructors enough for their guidance and support.

S Satisfied Student

If you're looking for quality AI training in Pune, look no further than Radical Technologies. The courses are well-structured, and the instructors are committed to student success.

S Satisfied Student

Radical Technologies' AI certification helped me land multiple job offers in Pune. The practical skills I gained here set me apart from other candidates in the competitive job market.

S Satisfied Student

I'm amazed at how much I've grown professionally since enrolling in Radical Technologies' AI course. The knowledge and skills I gained here have opened doors for me in Pune's tech industry.

S Satisfied Student

The AI and ML courses at Radical Technologies are top-notch. The instructors are knowledgeable, the course materials are comprehensive, and the job placement assistance is a game-changer for anyone looking to start a career in Pune.

S Satisfied Student

I'm incredibly impressed with the quality of education I received at Radical Technologies. The AI courses are rigorous yet accessible, and the hands-on projects helped solidify my understanding of complex concepts. Pune is lucky to have such a fantastic institute.

S Satisfied Student

Radical Technologies' AI training gave me the confidence to pursue my passion for technology. The skills I acquired here have opened up countless opportunities for me in Pune's dynamic tech industry.

S Satisfied Student

I can't thank Radical Technologies enough for helping me kickstart my career in AI. The instructors' expertise, combined with the practical, hands-on approach to learning, made all the difference. Pune is home to some of the best tech talent, and I'm proud to be a part of it.

S Satisfied Student

Frequently Asked Questions

14 questions about the AI WITH MACHINE & DEEP LEARNING course.

01 What is the duration of the AI Course at Radical Technologies?

The duration of our AI Course varies depending on the specific program you choose. We offer flexible options ranging from intensive bootcamps to comprehensive diploma courses, with durations typically ranging from a few weeks to several months.

02 Do you offer AI courses for beginners at Radical Technologies?

Yes, we cater to learners of all levels, including beginners. Our AI courses are designed to accommodate individuals with no prior experience in the field, providing a solid foundation in key concepts before progressing to more advanced topics.

03 Are your AI courses online or in-person?

We offer both online and in-person AI courses to cater to diverse learning preferences. You can choose the format that best fits your schedule and learning style, whether you prefer the flexibility of online learning or the interactive experience of in-person classes.

04 What are the prerequisites for enrolling in your AI courses?

The prerequisites vary depending on the specific course you’re interested in. While some of our beginner-level courses may have no prerequisites, others may require basic knowledge of programming languages such as Python and familiarity with mathematical concepts like linear algebra and calculus.

05 Does Radical Technologies provide job placement assistance after completing the AI course?

Yes, we offer comprehensive job placement assistance to our students upon completion of the AI course. Our dedicated placement cell works closely with leading companies in the industry to connect our graduates with exciting job opportunities that match their skills and interests.

06 Can I access course materials and lectures after completing the AI course?

Yes, we provide lifetime access to course materials and recorded lectures for our students. This allows you to review the content at your own pace, revisit key concepts, and stay updated on the latest advancements in AI even after completing the course.

07 Are there any scholarships or financial aid options available for your AI courses?

Yes, we offer various scholarship and financial aid options to eligible students based on merit, financial need, and other criteria. You can inquire with our admissions team to learn more about the available opportunities and how to apply.

08 Do you provide hands-on projects as part of the AI courses?

Absolutely! Hands-on projects are an integral part of our AI courses. We believe in learning by doing, and our curriculum includes a range of practical projects that allow you to apply the concepts and techniques you’ve learned to real-world scenarios.

09 Are the AI courses at Radical Technologies industry-aligned?

Yes, our AI courses are carefully crafted in collaboration with industry experts to ensure they are aligned with the latest industry trends, technologies, and best practices. This equips you with the skills and knowledge demanded by employers in the rapidly evolving field of AI.

10 What sets Radical Technologies' AI courses apart from other institutes?

Our AI courses stand out for their comprehensive curriculum, hands-on learning approach, expert faculty, industry relevance, flexible learning options, and robust job placement assistance. We prioritize quality education and strive to empower our students for success in their AI careers.

11 Can I enroll in multiple AI courses simultaneously?

While it’s possible to enroll in multiple courses, we recommend focusing on one course at a time to ensure you can fully dedicate yourself to learning and mastering the material. Our advisors can provide personalized guidance on course selection based on your goals and interests.

12 Are there any networking opportunities available for students enrolled in the AI courses?

Yes, we regularly organize networking events, workshops, guest lectures, and industry meetups for our students to connect with peers, mentors, and professionals in the AI community. These events provide valuable opportunities for collaboration, knowledge sharing, and career advancement.

13 Is there a demo or trial period for the AI courses before enrollment?

Yes, we offer demo sessions or trial periods for select AI courses to give you a glimpse into our teaching methodology, course structure, and learning environment. This allows you to make an informed decision before committing to the full course.

14 Do you provide mentorship support during the AI courses?

Absolutely! Mentorship support is an integral part of our AI courses. Our experienced faculty members are dedicated to providing personalized guidance, feedback, and support to help you navigate the course materials, projects, and challenges effectively.

AI WITH MACHINE & DEEP LEARNING Interview Questions

10 questions commonly asked in AI WITH MACHINE & DEEP LEARNING interviews.

01 How do you differentiate between Artificial Intelligence, Machine Learning, and Deep Learning?
02 Can you explain the concept of supervised learning and provide an example of its application in real-world scenarios?
03 What are some common techniques used for feature selection in Machine Learning?
04 How do you handle overfitting in a Machine Learning model?
05 Can you discuss the difference between batch gradient descent and stochastic gradient descent?
06 What is the role of activation functions in Deep Learning neural networks?
07 How do convolutional neural networks (CNNs) differ from recurrent neural networks (RNNs)?
08 Can you explain the concept of transfer learning and its significance in Deep Learning?
09 How do you evaluate the performance of a Machine Learning model?
10 What are some common regularization techniques used in Deep Learning?

AI With Machine Learning & Deep Learning Course Certification with Training in Pune

At Radical Technologies, we don’t just offer AI training – we provide an immersive journey into the world of Artificial Intelligence and Machine Learning. Situated in the vibrant city of Pune, we’ve earned the trust of aspiring professionals and established experts alike as the premier institute for cutting-edge technology education.

What sets us apart is our comprehensive approach to AI education. Our courses cover a wide spectrum, from foundational principles to advanced applications, ensuring that learners of all levels find the perfect fit for their aspirations. Whether you’re stepping into the realm of AI for the first time or seeking to refine your skills, our expert instructors are dedicated to guiding you every step of the way.

Why choose Radical Technologies? It’s simple. We offer:

At Radical Technologies, we don’t just teach AI – we empower you to shape the future with intelligence and innovation. Come, embark on your AI journey with us and unleash your potential in the dynamic world of Artificial Intelligence and Machine Learning.