Full Stack Data Science and AI offered by Naresh i Technologies
4.3 /5- Estd. 2003
Full Stack Data Science and AI at Naresh i Technologies Overview
Mode of learning | Online |
Schedule type | Self paced |
Credential | Certificate |
Full Stack Data Science and AI at Naresh i Technologies Highlights
- Dedicated Placements Team
- Resume Preparation
- Individual Technical Mock Interviews by Real Time Experts
- Individual HR Mock Interviews by Real Time Experts
- Resume Mapping, Job Application & Recruitment Process
- Placement & On-boarding
Full Stack Data Science and AI at Naresh i Technologies Course details
- Fresh Graduates(IT and Non-IT) aspiring to build a prosperous career in data science
- IT Professions striving to take a big leap forward in their career graph
- Non-IT Professionals passionate to shift their career to flourishing data science
- This course Explains the concepts and their application effectively is as important as understanding and assimilating the concepts during the program
- It has interactive teaching methodologies
- Knowledge based learning-theory session
Full Stack Data Science and AI at Naresh i Technologies Curriculum
Python Programming
Introduction to Programming Languages
Python Real-Time IDEs
Different modes of Python
First python Program
Python File Extensions
Python Data Types
Command Line Arguments
Python Operators
Control Statements
Strings
List Data Structure
Working with Python Arrays
Python Tuples
Set Collection
Dictionary Collection
Functions
Python Modules and Packages
OOPs – Classes & Objects
Exception Handling & Types of Errors
Regular Expressions
Files in Python
Date & Time Module
Python Data Base Communications(PDBC)
Data Analytics Modules
Python NumPy
Python Pandas
Machine Learning
Introduction to Machine Learning
Exploratory Data Analysis(EDA)
Supervised Machine Learning (Regression)
Logistic Regression
Ordinal Regression
Naïve Bayes Classifier Algorithm
Support Vector Machine
Decision Tree
K-Nearest Neighbor
Random Forest
Bagging and Boosting
Dimensionality Reduction
Time Series Analysis
ARIMA, SARIMA and ARMA
Clustering
Hyper Parameter Optimization
Feature Engineering
Performance Evaluation
Flask
R Programming
Introduction to R
R Programming Concepts
Data Manipulation in R
Data Import Techniques in R
Exploratory Data Analysis (EDA) using R
Data Visualization in R
Package Installation for Database
Deep Learning
Deep Learning Introduction
Artificial Neural Network
Optimization Techniques
Recurrent Neural Network (RNN)
Convolution Neural Network (CNN)
Auto Encoders
Tensorflow
OpenCV (Image processing & video Processing)
Natural Language Processing (NLP)
Basics of Natural Language Processing
Machine Learning Modeling- Navie Bayies
Word Net and Synsets
Transformation Models-BERT
LSTM model-RNN
Corpus
Regular expressions for overpattern
Chotbots
Chat Bot Architecture
Under standing Chat Bots Architecture
Chat Bot Development
Developing chat Bot Using Python
Developing chat Bot using Cloud
Ploty & Dash
Getting Started with Plotly
Introduction to Dash
Corpus
Regular expressions for overpattern
Hadoop & Spark
Introduction to Big Data and Hadoop
HIVE
Map Reduce Concepts
Apache Spark
Spark Core Architecture
Spark Internals and Spark SQL
Configure Running Platform
Understanding Spark
Resilient Distributed Datasets
Data Frames
Prepare Data for Modeling
Introducing the ML Package
Introducing Delta Lake
Azure Machine Learning
Workplace for Azure ML Resources
Classification
Azure ML Hyper parameter Tuning
Regression analysis
Working on regression analysis?
Clustering
Recommender System
Why the recommended method?
Data Visualization using Tableau
What is Tableau?
Why Tableau?
History of Tableau
Characteristics of Tableau
Installation Step
Different version of Tableau
What is VizQL
Use of VizQL in Tableau
Tableau Architecture and its component
Statistics
Statistics Introduction
Measure of Center
Normal Distribution
Standard Deviation
Python range()Function: Built-in
Inferential Statistics
P-value
ANOVA
Chi-Square Test
ARIMA
Correlation
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Full Stack Data Science and AI at Naresh i Technologies Contact Information
2nd Floor, Durga Bhavani Plaza, Satyam Theatre Road, Ameerpet
Hyderabad ( Telangana)