Data Science and Machine Learning Program - Beginner

BY
Scaler Academy

Understand the challenges faced by data scientists with the Data Science and Machine Learning Program - Beginner certification course.

Lavel

Beginner

Mode

Online

Duration

15 Months

Fees

₹ 369000

Inclusive of GST

Quick Facts

particular details
Medium of instructions English
Mode of learning Virtual Classroom
Mode of Delivery Video Based

Course overview

Data Science and Machine Learning Program - Beginner certification course is a 15 months programme that is an offering of the institution Scaler. This programme is responsible for ensuring that participants are gaining full knowledge, and their confidence is on the rise for understanding the challenges faced, and also finding out the solution for a data scientist or a machine learning engineer right from day number one. 

Data Science and Machine Learning Program - Beginner training programme has a comprehensive curriculum that is lectured upon live by industry experts and thought-leaders. With this course, the students are able to solve and improve business problems by utilising data science, and machine learning concepts. During this programme, the participants will be undergoing projects that have been built with the assistance of top tech companies. All the curriculum and live expert sessions can guide the candidates getting placed with two times salary growth in eminent organisations. 

The highlights

  • 15 months programme
  • Industry-approved course
  • 100+ mentors
  • Two times salary growth
  • Industry-tested curriculum
  • Certificate by Scaler

Program offerings

  • 15 months course
  • Completion certificate
  • Structured curriculum
  • Live classes
  • Top company projects
  • Critical tech tools
  • 1:1 mentorship
  • Mock interviews
  • Advisory committee

Course and certificate fees

Fees information
₹ 369,000  (Inclusive of GST)

Data Science and Machine Learning Program - Beginner Fee Structure

Description

Total Amount 

Programme Fee

Rs. 369,000

certificate availability

Yes

certificate providing authority

Scaler Academy

Who it is for

Graduated students who have the intention of learning coding skills using machine learning, and data science are the targeted audience so that they can pursue being data scientists or machine learning engineers.

Eligibility criteria

Educational Qualification

  • As such no prerequisites are required, except for the students who have to graduate this year.

What you will learn

Machine learning Data science knowledge

With the Data Science and Machine Learning Program - Beginner certification syllabus, the candidates with minimum coding knowledge will start learning it from scratch and will make them more confident about their basic, fundamental knowledge. The course will highlight topics like Structural Analysis, Data Analytics, Deep Learning, Big Data, and more. 

The syllabus

Introduction to Programming

  • Decision trees & control
  • Binary number system
  • Strings
  • Arithmetic operators
  • Loops

Programming - Intermediate

  • Functions
  • Recursion
  • Pointers
  • Structures, Unions & Dynamic Arrays
  • Asymptotic notations

Statistical Analysis & Data Analytics

  • Python, Jupyter, Numpy, Pandas
  • Git, Linux Terminal, File I/O
  • Statistics, Probability, Linear Algebra
  • Distributions, Sampling, Hypothesis Testing
  • Databases, SQL, Index, Partition, Schema
  • Web API, Scraping, Automation, Flask

Data Science & Machine Learning

  • EDA, Data wrangling, Feature Engineering
  • Supervised & Unsupervised Models
  • Ensembling
  • Factor analysis
  • Predictive Modeling & Forecasting
  • Recommender system

ML Engineering - Deep Learning & Big Data

  • Keras, TensorFlow, PyTorch
  • Neural Networks, Computer Vision, NLP
  • Reinforcement Learning
  • Research Papers in Deep Learning
  • Warehouse - AWS S3, HDFS, HBase, NoSQL
  • Ingestion - Kafka
  • Analysis - PySpark, YARN, Airflow, Hive

Programming - Advanced

  • Time Complexity, Arrays, Strings, Binary Search, 2 Pointers, Recursion, Hashing, Sorting, Bit manipulation
  • Stacks, Queues, Linked Lists, Trees, Tries, Heap
  • Greedy, DP, Graphs
  • DB and System Design

Admission details

Learn about Data Science and Machine Learning Program - Beginner classes with the below steps:

Step 1: Follow Scaler’s official website: https://www.scaler.com/data-science-course/

Step 2: Then after finding the ‘Apply Now' button, the participant will have to click that for further proceedings.

Step 3: A small sign up form shall be displayed which has to be filled with efficiency, and submitted.

Step 4: The further admission procedure is explained to the participants based on their performance in the MCQ Entrance test on coding held for 30 minutes.

Step 5: Once the test is cleared, the fee has to be paid for admission.


Filling the form

There is no application form that can be located on the Scaler official site. The registration form that is found requires details like name, email, a working phone number for verification, and information on whether the participant is working or a college student. Other than these details, the other ways in which registration can proceed are using social accounts like Github, Facebook, Linkedin or Google. 

Scholarship Details

When starting the journey of learning with Scaler, the participants are offered Rs. 25,000 scholarships while paying the course fee.

How it helps

The Data Science and Machine Learning Program - Beginner certification benefits are: 

  • Even before the programme starts a 30 min quick aptitude test to find out the coding skills present in an individual is conducted to determine which level, of course, is perfect.
  • The candidates become aware of being a complete data scientist along with developing real-world skills.
  • After the certification, the former alumni get job opportunities in more than 600 promising startups and reputed technology companies.
  • Learners can get associated with tons of machine learning engineers, and data scientists from top-rated companies.
  • The course offers one on one mentorship sessions every month twice where the candidate’s queries are resolved, and interview tips are given.
  • All the candidates are guided for publishing papers of research in global conferences.

Instructors

Mr Mudit Goel

Mr Mudit Goel
Data Science
Freelancer

Mr Anant Mittal

Mr Anant Mittal
Researcher
UMD

Mr Amit Singh

Mr Amit Singh
Professor
IISc Bangalore

B.E /B.Tech, Ph.D

FAQs

How can students contact the academic counsellors associated with this learning programme?

They may be contacted by hitting the button’ Request Callback’.

Who usually teaches the Data Science and Machine Learning Program - Beginner online course?

Faculty who have already built scalable systems take up regular live classes.

How many weeks are assigned as the trial period after the course admission?

A period of 2 weeks is given as the trial period.

How long is the Data Science and Machine Learning Program - Beginner online programme?

The amount of time during which the course beginner programme is held is 15 months. 

Is the money-back option available for all participants?

Yes, when students during the trial period feel that this course is not apt, and want to quit, then, in that case, the money is returned back.

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