Scaler Data Science & Machine Learning Program

BY
Scaler Academy

Learn about advanced programming, deep learning, machine learning and data analytics with the Scaler Data Science & Machine Learning Program.

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

The Scaler Data Science & Machine Learning Program offered by Scaler is an 7 to 15 months program based on the level of students. During live courses, students will learn to work on real-world industrial projects and receive real-time feedback from instructors. Learners will communicate with their peer learners to debate various ideas. 

The Scaler Data Science & Machine Learning Program teaches students a practical approach by sample projects such as developing the optimal strategy for giving discounts and coupons based on consumer behaviour, and experimenting with various driving routes to reduce wait times. estimate when meals will arrive at customers' homes by using various data and models of Artificial Intelligence, analyze millions of chat conversations using AI to detect fraud.

Students are chosen for beginner/Intermediate/Advanced level based on the 30 minutes MCQ test. Beginner and Intermediate levels cover certain basic subjects that Advanced level students do not need to know about. The Data Science and Machine Learning - Advanced syllabus covers various topics such as Advanced Programming, Data Analytics, Machine Learning, Data Science, Statistical Analysis, Deep Learning, Big Data.

The highlights

  • 15 months duration
  • 1:1 mentors guidance
  • Industry based projects
  • Offered by the Scaler
  • Access to job opportunities
  • Top-rated tutors
  • Program based on industry needs

Program offerings

  • Online classes
  • Projects
  • Assignments
  • Mentor support
  • Advanced level
  • Mock interview

Course and certificate fees

Fees information
₹ 369,000  (Inclusive of GST)

Data Science and Machine Learning - Advanced Fees

Course

Fee

Data Science and Machine Learning - Advanced

Rs. 369,000

certificate availability

Yes

certificate providing authority

Scaler Academy

Who it is for

Anyone who wants to learn about data science and machine learning can join the course.

Eligibility criteria

Anyone graduated in 2020 or earlier is eligible to apply for the course.

Certification Qualifying Details

Students will have to complete the course curriculum along with submitting assignments and projects. Candidates will have to qualify a certain parameter set by the course provider to get the Scaler Data Science & Machine Learning Program certification.

What you will learn

Machine learning Knowledge of python Knowledge of numpy

After completing the Scaler Data Science & Machine Learning Program from Scaler, students will learn about Numpy, Panda, Python, SQL, Flask. Candidates will also learn about data science and machine learning engineering, Data Wrangling, Predictive modelling, NLP, computer vision, neural networks, Python Spark. Students will grasp advanced programming knowledge.

The syllabus

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

To enrol in the Scaler Data Science & Machine Learning Program from Scaler, follow the steps mentioned below:

Step 1. Open the official Scaler course page by following the link given below.

(https://www.scaler.com/data-science-course/)

Step 2. Click the ‘Apply Now’ Button to proceed

Step 3. Fill in the personal details and register your account.

Step 4. Candidates will have to give a 30 minutes MCQ test, students scoring marks above advanced level will be eligible for enrolling in the advanced level of the course, otherwise they will have the option to join as a beginner or Intermediate.

Step 5. Pay the course fee and start the program.

Scholarship Details

Candidates will get a scholarship of up to Rs 25,000, and there are also very inexpensive EMI and financing alternatives available.

How it helps

Candidates pursuing Scaler Data Science & Machine Learning Program from Scaler will be benefited in the following ways:

  • Learn about data analytics, deep learning, advanced programming, machine learning with industry experts.
  • Candidates will get a course completion certificate from Scaler after completing the program.
  • The training assists individuals in preparing for job searches and interviews by optimizing resumes and conducting mock interviews.

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

What is the duration of the Scaler Data Science & Machine Learning Program classes?

The duration of the Data Science and Machine Learning - Advanced classes is 15 months.

Which course provider offers Scaler Data Science & Machine Learning Program?

Scaler offers the Data Science and Machine Learning - Advanced course.

Who can enrol in the Scaler Data Science & Machine Learning Program?

Anyone graduated in 2020 or earlier is eligible to apply for the course.

How many sections does the Scaler Data Science & Machine Learning Program have?

There are 3 sections of the Data Science and Machine Learning - Advanced course, Beginner, Intermediate and Advanced.

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