PYTHON FOR DATASCIENCE TRAINING IN THRISSUR

2546 Reviews
4.8/5
1880 Learners

Overview

ADV PYTHON FOR MACHINE LEARNING

 Training in Pune.

Watch
INTRO VIDEO

Why Radical Technologies

  • Highly practical oriented training
  • 25000+ Man-hours of Real-time projects & scenarios
  • 10 to 20+ year Experienced corporate trainers With Real Time Experience.
  • Building up professionals by highly experienced professionals
  • 100 % quality assurance in training .
  • 10000+ Placement Records and 180+ MNC’s and Consultancies Tie up

Check Batch Schedulings

Course Curriculum

Course Content

1: Introduction

What is Python..?

A Brief history of Python

Why Should I learn Python..?

Installing Python

How to execute Python program

Write your first program

2: Variables & Data Types

Variables

Numbers

String

Lists ,Tuples & Dictionary

3: Conditional Statements & Loops

if…statement

if…else statement

elif…statement

The while…Loop

The for….Loop

4: Control Statements

continue statement

break statement

pass statement

5: Functions

Define function

Calling a function

Function arguments

Built-in functions

6: Modules & Packages

Modules

How to import a module…?

Packages

How to create packages

7: Classes & Objects

Introduction about classes & objects

Creating a class & object

Inheritance

Methods Overriding

Data hiding

8: Files & Exception Handling

Writing data to a file

Reading data from a file

Read and Write data from csv file

try…except

try…except…else

finally

os module

 

Module 2:Introduction to Machine learning(ML)

What is Machine learing?

Overview about sci-kit learn and tensorflow

Types of ML

Some complementing fields of ML

ML algorithms

Machine learning examples

 

Module 3:NumPy Arrays

Creating multidimensional array

NumPy-Data types

Array attributes

Indexing and Slicing

Creating array views and copies

Manipulating array shapes

I/O with NumPy

Module 4:Working with Pandas

Installing pandas

Pandas dataframes

Pandas Series

Data aggregation with Pandas DataFrames

Concatenating and appending DataFrames

Joining DataFrames

Handling missing data

Module 5: Python Regular Expressions

What are regular expressions?

The match Function

The search Function

Matching vs searching

Search and Replace

Extended Regular Expressions

Wildcard

Module 6:Python Oracle Database Access

Install the cx_Oracle and other Packages

Create Database Connection

CREATE, INSERT, READ, UPDATE and DELETE Operation

DML and DDL Oepration with Databases

Performing Transactions

Handling Database Errors

Disconnecting Database

Module 7:Web Scraping in Python

Module 8:Regression based learning

Simple regression

Multiple regression

Logistic regression

Predicting house prices with regression

Module 9:Clustering based learning

Defnition

Types of clustering

The k-means clustering algorithm

Module 5:Data mining

Introducing data mining

Decision Tree

Affiity Analysis

Clustering

Module 6:Classifiation – Sentiment Analysis

Module 7:Natural Language Processing

Install nltk

Tokenize words

Tokenizing sentences

Stop words with NLTK

Stemming words with NLTK

Speech tagging

Sentiment analysis with NLTK

Module 8:Making Sense of data through Visualization

Introducing matplotlib

Bar Charts

Line Charts

Scatter plots

Bubble charts

Module 9:Working with openCV

Setting up opencv

Loading and displaying images

Applying image filters

Tracking faces

Face recognition

Module 10:Performing predictions with Linear Regression

Simple linear regression

Multiple regression

Training and testing model

Projects:-

EDA on movies databaseMini
House price prediction using RegressionMini
Predict survival on the Titanic using ClassificationMini
Image ClusteringMini
Document ClusteringMini
Twitter US Airline SentimentMajor
Restaurant revenue predictionMajor
Disease PredictionMajor

Note: Depends upon Trainers above projects may vary

Training Options

Live Online Training

  • Highly practical oriented training
  • Installation of Software On your System
  • 24/7 Email and Phone Support
  • 100% Placement Assistance until you get placed
  • Global Certification Preparation
  • Trainer Student Interactive Portal
  • Assignments and Projects Guided by Mentors
  • And Many More Features

Course completion certificate and Global Certifications are part of our all Master Program

Live Classroom Training

  • Weekend / Weekdays / Morning / Evening Batches
  • 80:20 Practical and Theory Ratio
  • Real-life Case Studies
  • Easy Coverup if you missed any sessions
  • PSI | Kryterion | Redhat Test Centers
  • Life Time Video Classroom Access ( coming soon )
  • Resume Preparations and Mock Interviews
  • And Many More Features

Course completion certificate and Global Certifications are part of our all Master Program

Exam & Certification

Course Reviews

I had a wonderful experience in Radical technologies where i did training in Hadoop development under the guidance of Shanit Sir. He started from the very basic and covered and shared everything he knew in this field. He was brilliant and had a lot of experience in this field. We did hands on for every topic we covered, and that’s the most important thing because honestly theoretical knowledge cannot land you a job.
Rohit Agrawal Hadoop
I have recently completed Linux course under Anand Sir and can assuredly say that it is definitely the best Linux course in Pune. Since most of the Linux courses from other sources are strictly focused on clearing the certification, they will not provide an insight into real-world server administration, but that is not the case with Anand Sir’s course. Anand Sir being an experienced IT infrastructure professional has an excellent understanding of how a data center works and all these information is seamlessly integrated into his classes.
Manu Sunil Linux
I had undergone oracle DBA course under Chetan sir’s Guidance an it was a very good learning experience overall since they not only provide us with theoretical knowledge but also conduct lot of practical sessions which are really fruitful and also the way of teaching is very fine clear and crisp which is easier to understand , overall I had a great time for around 2 months , they really train you well.also make it a point to clear all your doubts and provide you with clear and in-depth concepts hence hope to join sometime again
Reema banerjee Oracle DBA
I have completed Oracle DBA 11g from Radical technology pune. Excellent trainer (chetna gupta ). The trainer kept the energy level up and kept us interested throughout. Very practical, hands on experience. Gave us real-time examples, excellent tips and hints. It was a great experience with Radical technologies.
Mrudul Bhokare Oracle DBA
Linux learning with Anand sir is truly different experience… I don’t have any idea about Linux and system but Anand sir taught with scratch…He has a great knowledge and the best trainer…he can solve all your queries related to Linux in very simple way and giving nice examples… 100 🌟 to Anand Sir.
Harsh Singh Parihar Linux
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