About the Deep Learning Course

The world of Artificial Intelligence is revolutionizing the industry, and Deep Learning has become an indispensable part. If you wish to make a career in AI, Data Science, or Machine Learning, then joining a Deep Learning Course in Pune could be your ticket to lucrative and future-ready careers. We have a full and advanced Deep Learning Classes in Pune programmed especially to cater to the IT industry audience, which includes students, working professionals, both beginners and experts, and corporates from various sectors.

This course will equip you with all the knowledge and resources to effectively apply deep learning concepts in practical, real-world projects.

What is Deep Learning?

Deep Learning is a branch of Machine Learning that employs artificial neural networks to achieve complex tasks. Based on the human brain, which has access to a huge amount of data and is used to make patterns, predictions exchange automated decision making, so deep learning algorithms learn.

Deep learning has a much higher accuracy in handling unstructured data, i.e. Images, Audio, text, and Video unlike conventional machine learning algorithms, which cannot feed the raw data directly to any algorithm.

What are the applications of Deep Learning?

Image Recognition and Computer Vision
Natural Language Processing (NLP)
Speech Recognition
Recommendation Systems
Autonomous Vehicles
Fraud Detection

The need for professionals in this area of expertise is growing at an astronomical rate, and hence, a Deep Learning Training in Pune could be one of the best investments toward your career.

Programming Languages and Their Tools Employed in Deep Learning

If you want to master Deep Learning, then a proper knowledge of the right programming languages and tools is important. Our course covers:

Python

Its popularity in Deep Learning is no coincidence since it is simple and has powerful libraries. You will learn:

Python fundamentals

NumPy and Pandas to manipulate data

Data visualization can also be done by Matplotlib and Seaborn, for example.

R (Optional Overview)

For readers who are not familiar with statistical computing, we offer a short presentation of R and how it is used in the field of data science.

Deep Learning Frameworks

TensorFlow
Keras
PyTorch
Scikit-learn

You will have practical experience building neural networks, training your models, and optimizing their performance with these tools.

Curriculum – Full Course And Industry Based

We have made our Deep Learning course in Pune content and syllabus based on students' requirements to achieve everyone's career goals.

Module 1 - Introduction to Artificial Intelligence & Machine Learning

Introduction to AI, ML, and Deep learning

Supervised vs. Unsupervised Learning

Real-world use cases

Module 2 – Python for Data Science

Python basics and advanced concepts

Data structures

Libraries for data analysis

Data preprocessing techniques

Module 3: Mathematics for Deep Learning

Linear Algebra Fundamentals

Probability and Statistics

Gradient Descent

Optimization techniques

Module 4: Neural Networks

Introduction to Artificial Neural Networks (ANN)

Activation functions

Backpropagation algorithm

Model evaluation techniques

Module 5: Introduction to Deep Neural Networks (DNN)

Multi-layer neural networks

Overfitting and Regularization

Dropout techniques

Module 6 - Convolutional Neural Networks (CNN)

Image processing basics

CNN architecture

Image classification projects

Module 7: Introduction to RNN (Recurrent Neural Network)

Sequence modeling

LSTM and GRU

Time-series forecasting

Module 8: Applications of NLP

Text preprocessing

Word embeddings

Sentiment analysis

Chatbot development basics

Module 9: Model Deployment

Saving and loading models

Introduction to Flask/Streamlit

Deploying models on cloud platforms

Such a well-planned syllabus makes our Deep Learning Training in Pune suitable for newbies and professionals.

Online Deep Learning Training

Realizing the importance of anytime, anywhere learning, we now bring to you a SevenMentor’s Online Deep Learning Course in Pune that is identical to the one offered in classroom mode.

Features of Online Training:

Live instructor-led sessions
Interactive doubt-clearing
Recorded lectures for revision
Online assignments and projects
Flexible batch timings

Our Online Deep Learning Course in Pune makes it possible for professionals and students to up-scale themselves from any location without sacrificing their routine responsibilities.

Corporate Deep Learning Training

The followship and big spending on AI transformation is rampant among companies today. In response to these needs, we provide Corporate Deep Learning Training in Pune designed for your organization’s business objectives.

Corporate Training Benefits:

Tailored teaching in function of company requirements
On-site and online training options
Practical business use-case implementation
Post-training support

Our corporate Deep Learning Training in Pune enables groups to develop internal AI expertise, overcome process barriers, and make better decisions using effective data-driven strategies.

Deep Learning Course in Pune

CONSULT WITH OUR ADVISORS

Request Call Back

CONSULT WITH
OUR ADVISORS