APTRON Noida provides best Deep learning training in noida based on current industry standards that helps attendees to secure placements in their dream jobs at MNCs. APTRON Provides Best Deep learning Training in Noida. APTRON is one of the most credible Deep learning training institutes in Noida offering hands on practical knowledge and full job assistance with basic as well as advanced level Deep learning training courses. At APTRON Deep learning training in noida is conducted by subject specialist corporate professionals with 7+ years of experience in managing real-time Deep learning projects. APTRON implements a blend of academic learning and practical sessions to give the student optimum exposure that aids in the transformation of naïve students into thorough professionals that are easily recruited within the industry.
At APTRON’s well-equipped Deep learning training center in noida Introduction to Data Science, Introduction to Python, Python Basic Data types, Python Packages, Importing Data, Manipulating Data, Statistics Basics, Error Metrics, Supervised Learning, Unsupervised Learning, Other Machine Learning algorithms, Artificial Intelligence, Deep Learning Algorithms, Deep learning on real time projects along with Deep learning placement training. Deep learning Training in Noida has been designed as per latest industry trends and keeping in mind the advanced Deep learning course content and syllabus based on the professional requirement of the student; helping them to get placement in Multinational companies and achieve their career goals.
APTRON is the biggest Deep learning training center in Noida with high tech infrastructure and lab facilities and the options of opting for multiple courses at Noida Location. APTRON in Noida prepares thousands of aspirants for Deep learning at reasonable fees that is customized keeping in mind training and course content requirement of each attendee.
Deep learning training course involves "Learning by Doing" using state-of-the-art infrastructure for performing hands-on exercises and real-world simulations. This extensive hands-on experience in Deep learning training ensures that you absorb the knowledge and skills that you will need to apply at work after your placement in an MNC.
APTRON Noida is one of the best Deep learning training institute in noida with 100% placement support. APTRON has well defined course modules and training sessions for students. At APTRON Deep learning training is conducted during day time classes, weekend classes, evening batch classes and fast track training classes.
Course Content Covered in Deep learning Training Course
Deep learning Course Contents
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: Artificial Intelligence
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)
APTRON training is remarkable training center in Noida for Deep learning with organized course-ware. I am quite sure that I will get Deep learning profession job shortly.
Rating:
5/5
Deep learning training in Noida
Reviewed by
Atul Kumar
on
APTRON institute is brilliant training center for Deep learning certification. You will get the impeccable Deep learning certification training in Noida.
Rating:
4/5
Deep learning Training Institute in Noida
Reviewed by
Roshni Kumari
on
I got trained in Deep learning certification from APTRON training institute in Noida, got trained in course very well. Waiting for Deep learning certification placement.
Rating:
4/5
Deep learning training in Noida
Reviewed by
Sakshi Rawat
on
APTRON training center is suggested by my brother for the most excellent Deep learning training in Noida. I like the practical training classes for Deep learning course.
Rating:
4/5
Deep learning Training Noida
Reviewed by
Kamal Kumar
on
APTRON training center in Noida is recommend by one of my friend. I have finished Deep learning training and now I am attending interviews.
