For Helpline :- 9015-887-887 & Whatsapp :- 9899080004 [email protected]
Select Page

Machine learning with Python

 

Course Objective

Machine Learning with Python Scripting is one of the easy languages to learn and is widely used from individuals to big organizations such as Google. This Machine Learning with Python training starts with the basic syntax of Python and continues to small GUI programs. You will learn Python data types such as Tuples and Dictionaries, Looping, Functions and I/O handling. Python training will also give you an overview of Object Oriented Programming and Graphical application development. Python Scripting course will explain some basics modules and their usage. At the end of the Python Scripting Training, individuals will have the skills to grow in Web-Development, GUI Application Programming, Game Development and writing powerful scripts for System Administration.

Audience: Machine Learning with Python training is aimed both for individuals starting with programming and people who already have other programming language skills.

Course Prerequisites

Regular Track: Any candidate with basic knowledge of computer and networking, No prior knowledge of the Python programming language is necessary

Fast Track: Candidate with basic knowledge of any programming language.

Training Basket provides best Machine Learning with Python training in Noida that is based on industry standard learnings that assists students in getting placements in top MNCs. It is one of the most capable institutes in Noida that offers hands on real time industry based projects and a deep practical knowledge with full job assistance. With a well equipped high tech infrastructure, Training Basket has become one of the best and well known Machine Learning with Python training centres in Noida.

Training Basket’s Machine Learning with Python course will provide the basic as well as deep knowledge also. Here, you will also be trained to create your own private Machine Learning with Python platform and its deployment on real projects on live project. With highly skilled trainers, Training Basket aims to provide the best training in Noida hence leading to positive results by placing our students in the highly demanded Machine Learning with Python profiles in top MNCs.

Instructor-led Machine Learning Live Online Classes

 

Course Advisor

 

amit
Rishabh Founding Member & Instructor
Rishabh is BITS Pilani alumini who is popularly known as #PythonGuru is a Corporate Trainer and Consultant at Training Basket. He has more than 5+ years of teaching experience in the domains and languages like Python, ML, Data Science, C++, DevOps, Django Development and more. Being a leading tech educationist he has trained more than 8000+ learners

Select a Suitable Batch

DATE- 7 MARCH, 2020

TIME- 05:00 PM TO 07:00 PM

SAT & SUN

Classroom Training 

DATE- 16 MARCH, 2020

TIME- 02:00 PM TO 04:00 PM

MON-THURS

Classroom Training 

DATE- 23 MARCH, 2020

TIME- 10:00 AM TO 12:00 PM

MON-THURS

Classroom Training 

Can’t find a batch you were looking for?

Key Features

Biggest pool of Industry Experts

Certified experts with rich training experience

Z

Competitive Programming Challenges

Practice coding, prepare for interviews, and get hired.

Powered by   

Live Instructor-led Training

This isn’t canned learning. Its dynamic, its interactive, its effective

Dedicated Job-Portal

500+ Recruiter Connect for 100% placement assistance

Course Price

₹25,000

Course Details Download

COURSE OUTLINE

Python With Machine Learning Training
Machine learning is the science of getting computers to act
without being explicitly programmed. In the past decade,
machine learning has given us self-driving cars, practical
speech recognition, effective web search, and a vastly
improved understanding of the human genome. Python is
mainly stated as high-level, general-purpose programming
language, which emphasizes code readability.

MACHINE LEARNING BASICS
  • Converting business problems to data problems
  • Understanding supervised and unsupervised learning
  • with examples
  • Understanding biases associated with any machine
    learning algorithm
  • Ways of reducing bias and increasing generalisation
    capabilities
  • Drivers of machine learning algorithms
  • Cost functions
  • Brief introduction to gradient descent
  • Importance of model validation
  • Methods of model validation
  • Cross validation & average error
GENERALISED LINEAR MODALS IN PYTHON
  • Linear Regression
  • Regularisation of Generalised Linear Models
  • Ridge and Lasso Regression
  • Logistic Regression
  • Methods of threshold determination and performance
  • measures for classification score models
TREE MODEL USING PYTHON
  • Introduction to decision trees
  • Tuning tree size with cross validation
  • Introduction to bagging algorithm
  • Random Forests
  • Grid search and randomized grid search
  • Extra Trees (Extremely Randomised Trees)
  • Partial dependence plots
BOOSTING ALGORITHMs USING PYTHON
  • Concept of weak learners
  • Introduction to boosting algorithms
  • Adaptive Boosting
  • Extreme Gradient Boosting (XGBoost)
SUPPRORT VECTOR MACHINES (SVM) & KNN IN PYTHON
  • Introduction to idea of observation based learning
  • Distances and similarities
  • k Nearest Neighbours (kNN) for classification
  • Brief mathematical background on SVM/li>
  • Regression with kNN & SVM
UNSUPERVISED LEARNING IN PYTHON
  • Need for dimensionality reduction
  • Principal Component Analysis (PCA)
  • Difference between PCAs and Latent Factors
  • Factor Analysis
  • Hierarchical, K-means & DBSCAN Clustering
ARTIFICIALl NEURAL NETWORKS IN PYTHON
  • Introduction to Neural Networks
  • Single layer neural network
  • Multiple layer Neural network
  • Back propagation Algorithm
  • Neural Networks Implementation in Python
TEXT MINING IN PYTHON
  • Gathering text data using web scraping with urllib
  • Processing raw web data with BeautifulSoup
  • Interacting with Google search using urllib with custom
  • user agent
  • Collecting twitter data with Twitter API
  • Naive Bayes Algorithm
  • Feature Engineering with text data
  • Sentiment analysis
VERSION CONTROL USING GIT AND INTERATIVE DATA PRODUCT
  • Need and Importance of Version Control
  • Setting up git and github accounts on local machine
  • Creating and uploading GitHub Repos
  • Push and pull requests with GitHub App
  • Merging and forking projects
OPEN CV
  • Basic of Computer Vision & Open CV
  • Images Manipulations
  • Image Segmentation
  • Object Detection
  • Face, People and Car Detection
  • Face Analysis and Fulters
  • Machine Learning in Computer Vision
  • Motion Analysis & Object Tracking
CASE STUDY
  • Automate lender & borrower matching through prediction
  • of loan interest rates-
  • Classify customers based on revenue potential for a
  • wealth management firm-
  • Capture risks associated with micro loans
  • How do the tech specifications of a vehicle impact its
    emissions?
  • Save lives by predicting health issues in diabetics:
  • Predicting annual income based on census data
  • Understanding impact of cash assistance programs in
    New York
  • Car Survey Data
  • Pricing wines based on chemical properties
  • Customer spend data at a retail chain
  • Predicting annual income based on census data

Course Advisor

amit
Krishna Gupta ML & Data Science Expert Trainer

Krishna Gupta - is a Artificial Intelligence Corporate Trainer and Consultant at Training Basket. With an overall 5+ years of industry experience, He also has a very huge student base.

FAQ’S

WHY SHOULD WE GO FOR CLASSROOM INSTRUCTOR-LED TRAINING INSTEAD OF ONLINE TRAINING?
Classroom Instructor-led training is much more effective than online training. The face-to- face classroom sessions not only make you more focused but also more employable in the job market.
WHO DELIVERS THE TRAINING ?
Our trainers are highly qualified, Certified experts with rich training experience. All of our highly qualified trainers are industry experts with at least 10-12 years of relevant teaching experience. Each of them has gone through a rigorous selection process which includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating continue to train for us.
WHY SHOULD I ENROLL AT TRAINING BASKET , AS OTHER INSTITUTES ARE OFFERING THE SAME PROGRAMME AT LOWER FEES?
The course curriculum, quality of trainers and lab facilitates at Training Basket are unparallel with respect to any other IT Institute. Also, Training Basket is Red Hat Certified Training Partner with , offering Programmes based on latest Technologies.
HOW IS MY PERFORMANCE ASSESSED?
Your performance will be assessed based on an online examination conducted at Training Basket.
WHAT IF I MISS A CLASS OR A COUPLE OF CLASSES?
If you miss any class, based on the available batches, you can request to attend the required class(es) again. And moreover, the Training Basket is always available to lend you a helping hand.
WILL I GET EXTRA SUPPORT, IF REQUIRED?
Yes of course! You can attend extra classes, speak to your faculty and get your doubts cleared.
WHAT ARE THE PAYMENT METHODS?
Payment methods vary from person to person. Get it clarified from the counsellor when you are enrolled. You can also opt for NO-EMI- installment-credit card method of payment.
WILL I GET PLACEMENT ASSISTANCE?
Yes, of course! Training Basket has an exclusive placement portal for its students under JobBasket, which provides placement assistance. Also, improve your English speaking and writing skills to enhance your employability and gain interview skills.
Shall I bring my Laptop during the Training Program?
Students have to bring their laptop. Installation of software related to technology and practice/lab can be done easily.
Where do I contact if I have any doubts?
You can write to us at [email protected] You can call on the following numbers +91-9871930352 +91-9873831930 +91-7291047614

OUR RECENT PLACEMENTS

Preeti

Tech Mahindra
Designation : Technical support
Course Name : Business Communication

MD. Javed

Securelynkx RFID Network Pvt. Ltd.
Designation : Network Technical Support Executive
Course Name : CCNA

Amit Tomar

C-zentrix
Designation :  Software Engineer for R&D
Course Name : Python And Machine Learning

Richa Tiwari

Cloud Analogy
Designation : Salesforce Developer.
Course Name : Python

Vikash Kumar

HARSH COMMUNICATION LLP
Designation : Digital headend engineer/ Broadcast engineer
Course Name : CCNA

Alok Mishra

Router Bazaar Pvt. Ltd.
Designation : Network Engineer
Course Name : CCNA

Chandan

Clicue IT Solutions Private Limited
Designation : Web Developer
Course Name : PHP

Namrata Raghav

TCS
Designation : Networking Eng
Course Name : CCNA

Sambhu Dayal

6ix Websoft Technology
Designation : Angular & UI Developer
Course Name : Angular +UI

S Bhaskar Rao

ERICSSON
Designation : Transmission Engineer
Course Name : CCNA Routing & Switching

Jagat Pal Yadav

AIRTEL
Designation : NOC Trainee
Course Name : CCNA R&S

Prasannata soni

GENUS
Designation : Network Associate
Course Name : CCNA R&S

Shubhang Shukla

SERV ELDER
Course Name: App Developer

Deepak

GOOD & EARTH
Course Name: Python Developer

Viswajeet

HCL
Course Name: Angular Developer

Varun Kumar

3ULWARK
Course Name: Angular Developer

Sheema Kazmi

Xexl 
Course Name: Software Developer

Munna Kumar

VANISB
Course Name: PHP Developer

Manish Rawat

Web Bee
Course Name: Angular Developer

SURBHI SINGH

TestprepKart
Course Name: Web Designer

SHALINI JAISWAL

DP Project Development  Pvt Ltd
Course Name: Ui Developer

ADNAN

Login at Solutions Pvt. Ltd.
PHP & HTML Developer

VIKASH KUMAR

Login at Solutions Pvt. Ltd.
PHP & HTML Developer

SACHIN KUMAR RANA

Biomax Rhythm Technology
Course Name: CCNA Program

MOKSH SHARMA

Biomax Rhythm Technology
Course Name: CCNA Program

YASH

Biomax 
Desig: Tech Support Engineer

BIJYATA

Adsever Media
Course Name: Python Developer

UMESH

Bingo Technologies PVT LTD
Course Name: Python Developer

SURAJ

Biomax Rhythm Technologies
Tech Support Engineer

ASHWINI

Bingo Technologies PVT LTD
Course Name: Python Developer

MOHD AZLAN

CHI Network
Graduate Engineer Trainee

SACHIN

Source soft solutions
Course Name: Aws Engineer

SURAJ

Webtech Solutions
Course Name: PHP

ARJIT SINGH

CHI Network 
Course Name:CCNA R&S Program

VIPIN SHARMA

Nine Dimensions Infotech
Course Name:PHP Developer

SHUBHAM SAINI

MEON - Delivering Great Surfaces
Course Name:UI Developer

MANISH SAINI

Idemia
Course Name: CCNA Program

SHASHWAT SAXENA

Progressive Infotech 
Course Name: CCNA Program

HIMANSHU RAIWAINI

Shailers Solutions
Course Name: PHP ( Web Development)

ATUL MISHRA

Thoughtsol
Course Name: AWS & CCNP

DIVYA SHREE

Nectar Phytochems Pvt Ltd
Profile: Accountant

RAJAT RATHORE

Core IP
Course Name: CCNA Program

NAMAN BALI

Tech Mahindra
Course Name: CCNA (R&S)

YATIN OBEROI

NTT Dell
Course Name: CCNA (R&S)

VIVEK SINGH

Shailers Solutions Private Limited.
Course Name: PHP Developer Program

NIRMANJALI RANA

Shailers Solutions Private Limited.
Course Name: PHP Developer Program

SANDEEP KUMAR

Shailers Solutions Private Limited.
Course Name: PHP Developer Program

NUTAN SRIVASTAVA

Shailers Solutions Private Limited.
Course Name: PHP Developer Program

PRAMOD

ISOURCE TECHNOLOGIES PVT LDT
Course Name: CCNP

ABHISHEK

SHAILERS SOLUTION
Course Name: PHP Developer Program

SWATI

SHAILERS SOLUTION
Course Name: PHP Developer Program

SURAJ SHAKYA

Pioneer Global Group Ltd 
Course Name: Cloud Architect Program

DEVPAL TOMER

Huawei Pvt Ltd 
Course Name: Cloud Architect Program

MUKUL KR. SOLANKI

Jio Infocomm Limited 
Course Name: Cloud Architect Program

MAYANK

Pinga Solution Pvt Ltd
Cloud Arichtect Program

ANUJ KUMAR BHARDWAJ

Design O Web Technologies 
Course Name: Advance PHP Training

KASHISH HANDA

 

Grapes Telecom Pvt Ltd
Course Name: Cloud Computing

 

HAMENDRA KUMAR

Charuvi Design Labs Pvt Ltd
Course Name: Advance Php Training

SHUBHAM

Nucleus Software Exports Ltd.
Course Name: Advance Php Training

ANKIT KUMAR

Nex-G Exuberant Solutions Pvt. Ltd
Course Name: Cloud Architect Program

VINEET SHARMA

CANTATA Technologies
Course Name: Cloud Architect Program

STUDENTS TESTIMONIALS

Talk to our Career Advisor & Book a Free Demo 9015887887

Be future ready. Start learning ! Enquire Now on WhatsApp.