Deep Learning in Python in Noida | Deep Learning in Python Institute in Noida

Deep Learning using Python Training in Noida | Python Training institute in Noida

Deep learning using python is currently one of the finest providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its growing number of libraries that are available in Python. The intention of deep learning is to develop deep neural networks by increasing and improving the number of training layers for each network, so that a machine learns more about the data until it’s as accurate as possible. Developers can obtain the techniques provided by deep learning to accomplish complex machine learning tasks, & train AI networks to develop deep levels of perceptual recognition.
MTA India offers the best Deep Learning using Python course. With skilled Programming languages professionals/experts, who will assist students to learn Programming languages by making it a lightweight to the corporate standards that will help students to be prepare for the objective? We at MTA India, the best institute for Deep Learning using Python Training in Noida help students to learn Programming languages with the help of live base projects. It is one of the best Deep Learning using Python offering hands on practical knowledge and full time job assistance with both basic and advanced training courses in the top multi-national companies.
At MTA India, we guide and trained to students to understand the fundamental and advanced concept of object oriented Programming languages, we prepare them for a successful career. We have successfully trained thousands of students in our Noida center and have been able to turn ourselves into an institute for the Deep Learning using Python Training Institute in Noida for Programming languages. At MTA India Deep Learning using Python Training in Noida is conducted by professionals with years of experience in managing real-time object oriented Programming languages projects. MTA India offers Programming languages Training in several different modes i.e. Programming languages Online Training, Classroom Training, Programming languages Corporate Training, Fast Track Training and end-to-end training. Our experiences professions have designed and developed our Programming languages Training syllabus to match with the real world requirements and leading companies norms.
Start your career by taking Deep Learning using Python classes in Noida with certified professional with 10+ years of experience in real industry. Our experts are subject specialists & are up-to-date in the subject they have the capability to deliver the best knowledge as they have continued to spend time in the Industry so far. They are well connected with leading IT companies by hiring Human Resource managers for providing the placement as soon as possible. Our professionals will trained and assist student/ understudies to develop the ability of current industry norms and standards to get the success for their dream job.

Course Content

Module 1: Introduction to Data Science (Duration-1hr)

What is Data Science?
What is Machine Learning?
What is Deep Learning?
What is AI?
Data Analytics & it’s types

Module 2: Introduction to Python (Duration-1hr)

What is Python?
Why Python?
Installing Python
Python IDEs
Jupyter Notebook Overview

Module 3: Python Basics (Duration-5hrs)

Python Basic Data types
Lists
Slicing
IF statements
Loops
Dictionaries
Tuples
Functions
Array
Selection by position & Labels

Module 4: Python Packages (Duration-2hrs)

Pandas
Numpy
Sci-kit Learn
Mat-plot library

Module 5: Importing Data (Duration-1hr)

Reading CSV files
Saving in Python data
Loading Python data objects
Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

Selecting rows/observations
Rounding Number
Selecting columns/fields
Merging data
Data aggregation
Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

Central Tendency
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
Probability Basics
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
Standard Deviation
- Data deviation & distribution
- Variance
Bias variance Trade off
- Underfitting
- Overfitting
Distance metrics
- Euclidean Distance
- Manhattan Distance
Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
Missing Value treatment
- What is a NA?
- Central Imputation
- KNN imputation
- Dummification
Correlation
- Pearson correlation
- ositive & Negative correlation

Module 8: Error Metrics (Duration-3hrs)

Classification
- Confusion Matrix
- Precision
- Recall
- Specificity
- F1 Score
Regression
- MSE
- RMSE
- MAPE

Module 9: Machine Learning

Supervised Learning (Duration-6hrs)

Linear Regression
- Linear Equation
- Slope
- Intercept
- R square value
Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure Bias Variance Tradeoff
- ROC curve
- Bias Variance Tradeoff

Unsupervised Learning (Duration-4hrs)

K-Means
K-Means ++
Hierarchical Clustering

SVM (Duration-2hrs)

Support Vectors
Hyperplanes
2-D Case
Linear Hyperplane

SVM Kernal (Duration-2hrs)

Linear
Radial
polynomial

Other Machine Learning algorithms (Duration-10hrs)

K – Nearest Neighbour
Naïve Bayes Classifier
Decision Tree – CART
Decision Tree – C50
Random Forest

Module 10: Deep Learning using Python

AI Introduction (Duration-9hrs)

Perceptron
Multi-Layer perceptron
Markov Decision Process
Logical Agent & First Order Logic
AL Applications

Module 11: Deep Learning Algorithms (Duration-10hrs)

CNN – Convolutional Neural Network
RNN – Recurrent Neural Network
ANN – Artificial Neural Network

Introduction to NLP (Duration-2hrs)

Text Pre-processing
Noise Removal
Lexicon Normalization
Lemmatization
Stemming
Object Standardization

MTA India Course duration for Deep Learning Training

Summer Training Track

Course Duration - 30 Days
Hours - 2 hrs. a day
Training Mode - Live Classroom / Online Live Classroom

Winter Training Track

Course Duration - 15 Days
Hours - 3 hrs. a day
Training Mode - Live Classroom / Online Live Classroom

Regular Track

Course Duration - 40 to 50 Days
Hours - 1 to 2 hrs. a day
Training Mode - Live Classroom / Online Live Classroom

Weekend Track

Course Duration - 8 Weekend
Hours - 2 to 3 hrs. a day
Training Mode - Live Classroom / Online Live Classroom

Fast Track

Course Duration - 10 Days
Hours - 4 to 5 hrs. a day
Training Mode - Live Classroom / Online Live Classroom

Letter & Certification

Students will be provided with following credibility enhancement awards and documents.

Microsoft International Certificate from Microsoft.
Grading / Training Certificate from Microdot Tech Aspire (Mta India).
Internship / Project Letter (on successful completion of project) from Microdot Tech Aspire (Mta India).

Key Benefits

Accredited Curriculum
Learn from the Experts
Professional Certificate
Guaranteed Career Growth
Placement Assistance
Earn a Valuable Certificate
Certified International Certification

Acme Reasons to Choose MTA India for Deep Learning using Python

Get World-wide Recognized Course Completion Certificate.
Discussion Zone areas in Labs to enhance Self Study & Group Discussions.
Smart Labs with Real most up-to-date Equipment’s.
Varity of Study Material: Books, PDF’s, Video Lectures, Sample questions, Interview Questions (Technical and HR), & Projects.
Guide students to take knowledge of complex technical concepts.
Regular and Weekends both classes for Advanced Java training in Noida is provided.
Trainers of Advanced Java training in Noida assists in major project training, minor project training, live project preparation, interview preparation & also job placement support.
MTA India Offer the best Advanced Java training and dedicated placement support in Noida with properly planned training modules and course content.
Payment options: Cheque, Cash, Credit Card, Debit card, Net Banking, UPI and Wallet

MTA India Trainer's Profile for Deep Learning using Python

Certified Industry Experts with more than 8+ years of experience in IT industry.
Have years of experience in working in Big corporation and MNC’s like HCL Technologies, Wipro, Sapient, Birla soft, TCS, Accenture and IBM
Connected with placement cells of a variety of companies to help and support students for placement.
Our professionals in their field of domain & constantly upgrade themselves with new tools to impart the finest training of a real working environment.

Placement Assistance after Deep Learning using Python

MTA India is the world leader in rendering placement assistance to students with the assistance of a dedicate placement cell that supports & assists students during the time of placement.
MTA India also provides the best Resume Building Service, by helping students to design their resume as per the latest industry trend.
MTA India regularly organizes Personality Development sessions including Group Discussions, Mock Tests, Presentation skills that assists students in overall personality development and to present themselves confidently at the time of interview.
MTA India has helped students to get their dream jobs in companies like Wipro, Info-gain, IBM, HCL, Wipro, TCS, Accenture, etc.

Deep Learning using Python with International Certificate

Deep Learning using Python Training Program

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