Aplus Logo

Aplus EdTech

    Home
  • Courses
    Career Shift
    SAPDataScienceAI / MLCyberSecurity
    Career Start
    Graduates/Engineering
    FullStack+Web Developer+AI/ML+CyberSecurity+SAP ABAP+ DSA RDBMS
    10+2/College
    Junior Programmer+
    Short Term
    CC++Python BasicPython AdvanceJavaUI/UXData Science - AI/MLJava FullStackMobile App Development
  • Free Courses
    Introduction To Programming Introduction To AI &ML Introduction to SAP Introduction to Cyber Security
  • Jobs
    Internships Get Placed Hire From Us
  • Career Counselling
    Non IT to IT IT to IT
  • Login
    Student Trainer Admin
aplus event New

Join event

BEHIND THE GAMES

to deep drive in the game development process held on 05/10/2024

Register Now

Meet industry experts

Network with other professionals in game development

aplus whatsup

  • About Courses
  • Key Features
  • FAQ
  • Course Syllabus
  • Upcoming Batches
  • Trainer Profile
  • Certification
  • Reviews

Data Science with Python Training Course

Course Overview

Data science is the study of data to extract meaningful insights for business. It is a multidisciplinary approach that combines principles and practices from the fields of mathematics, statistics, artificial intelligence, and computer engineering to analyze large amounts of data. This analysis helps data scientists to ask and answer questions like what happened, why it happened, what will happen, and what can be done with the results.

Data science is highly Begin by mastering foundational skills in programming languages like Python, and familiarize yourself with key concepts in statistics, machine learning, and data visualization. Next, delve into advanced topics and gain hands-on experience through projects, internships, courses with Aplus Edtech. Continuously refine your skills and build a strong portfolio to showcase your expertise.


Key Features of Data Science with Python Training


Data science is a multi-faceted discipline with many applications across diverse industries and sectors for various purposes, leveraging the power of data to drive innovation, inform decision-making, and solve complex problems. Let’s look at some ways industries are leveraging data science are some key applications of data science.

  • 30+ Hours Course Duration
  • 100% Job Oriented Training
  • Industry Expert Faculties
  • Free Demo Class Available
  • Completed 800+ Batches
  • Certification Guidance

Frequently Asked Questions


Are you looking for exciting offers?

Call now: +91-0000000000 and know the exciting offers available for you!

Why should I learn this course from Aplus Edtech?

Aplus Edtech offers 250+ IT training courses in more than 20+ branches all over India with 10+ years of Experienced Expert level Trainers.

  1. Fully hands-on training
  2. 30+ hours course duration
  3. Industry expert faculties
  4. Completed 1500+ batches
  5. 100% job oriented training
  6. Certification guidance
  7. Own course materials
  8. Resume editing
  9. Interview preparation
  10. Affordable fees structure
Does Aplus Edtech offer placement assistance after course completion?

Aplus Edtech is the Legend in offering placement to the students. Please visit our Placed Students List on our website.

  1. More than 2000+ students placed in last year.
  2. We have a dedicated placement portal which caters to the needs of the students during placements.
  3. Aplus Edtech conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
  4. 92% percent placement record
  5. 1000+ interviews organized
Who is my trainer and how are they selected?
  1. Our trainers are more than 10+ years of experience in course relevant technologies.
  2. Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
  3. Trainers have experience on multiple real-time projects in their industries.
  4. Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies, etc…
  5. Trained more than 2000+ students in a year.
  6. Strong theoretical & practical knowledge.
  7. Are certified professionals with high grade.
  8. Are well connected with hiring HRs in multinational companies.
What if I miss a session?

No worries. Aplus Edtech assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.

What are the different modes of training that Aplus Edtech provides?

Aplus Edtech provides many suitable modes of training to the students like:

  1. Classroom training
  2. One to One training
  3. Fast track training
  4. Live Instructor LED Online training
  5. Customized training

Syllabus of Data Science with Python


Module 1: Introduction to Data Science
Duration: 1hr
  1. What is Data Science?
  2. What is Machine Learning?
  3. What is Deep Learning?
  4. What is AI?
  5. Data Analytics & Types
Module 2: Introduction to Python
Duration: 1hr
  1. What is Python?
  2. Why Python?
  3. Installing Python
  4. Python IDEs
  5. Jupyter Notebook Overview
Module 3: Python Basics
Duration: 5hrs
  1. Python Basic Data types
  2. Lists
  3. Slicing
  4. IF statements
  5. Loops
  6. Dictionaries
  7. Tuples
  8. Functions
  9. Array
  10. Selection by position & Labels
Module 4: Python Packages
Duration: 2hrs
  1. Pandas
  2. Numpy
  3. Sci-kit Learn
  4. Matplotlib
Module 5: Importing Data
Duration: 1hrs
  1. Reading CSV files
  2. Saving in Python data
  3. Loading Python data objects
  4. Writing data to CSV file
Module 6: Manipulating Data
Duration: 1hr
  1. Selecting rows/observations
  2. Rounding Number
  3. Selecting columns/fields
  4. Merging data
  5. Data aggregation
  6. Data munging techniques
Module 7: Statistics Basics
Duration: 11hrs
  1. Central Tendency
    1. Mean
    2. Median
    3. Mode
    4. Skewness
    5. Normal Distribution
  2. Probability Basics
    1. What does it mean by probability?
    2. Types of Probability
    3. ODDS Ratio?
  3. Standard Deviation
    1. Data deviation & distribution
    2. Variance
  4. Bias-Variance Tradeoff
    1. Underfitting
    2. Overfitting
Module 8: Hypothesis Testing
Duration: 5hrs
  1. What is Hypothesis Testing?
  2. Parametric Tests
    1. T-test
    2. ANOVA
  3. Non-Parametric Tests
    1. Mann-Whitney Test
    2. Wilcoxon Test
Module 9: Machine Learning
Duration: 11hrs
  1. What is Machine Learning?
  2. Classification
    1. Logistic Regression
    2. Naive Bayes
  3. Regression
    1. Linear Regression
    2. Polynomial Regression
  4. Clustering
    1. K-means
    2. Hierarchical Clustering
Module 10: Data Visualization
Duration: 2hrs
  1. Matplotlib Basics
  2. Seaborn Basics
  3. Plotly Basics
Module 11: Advanced Topics
Duration: 6hrs
  1. Deep Learning Introduction
  2. Neural Networks Basics
  3. Natural Language Processing
  4. Big Data Analytics

Data Science with Python Training Course Batch Dates


Aplus Edtech provides flexible timings to all our students. Here is the Data Science With Python Training Schedule in our branches. If this schedule doesn’t match, please let us know. We will try to arrange appropriate timings based on your flexible timings.

First Monday

WEEKDAYS BATCH

Mon - Sat

10:00 AM - 11:30 AM

(Class 1Hr - 1:30Hrs) / Per Session
Get Fees

Third Monday

WEEKDAYS BATCH

Mon - Sat

2:00 PM - 3:30 PM

(Class 1Hr - 1:30Hrs) / Per Session
Get Fees

Can’t find a batch you were looking for?


Trainer Profile of Data Science with Python Training


Our Trainers provide complete freedom to students to explore the subject and learn based on real-time examples. They assist candidates in completing their projects and preparing for interview questions and answers. Candidates are encouraged to ask questions at any time.

  • More than 7+ Years of Experience.
  • Trained more than 2000+ students in a year.
  • Strong Theoretical & Practical Knowledge.
  • Certified Professionals with High Grade.
  • Well connected with Hiring HRs in multinational companies.
  • Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
  • Trainers have experience on multiple real-time projects in their industries.
  • Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies.
  • ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies, etc.

Certification



Training Courses Reviews


This is my first experience with online learning. And I agree that Aplus is the best available online learning institute across all of India. Anyone who wants to learn Data Science with Python, I can guarantee that Aplus Edtech is the best place to start. Their trainers are knowledgeable, and they clear doubts anytime. I highly recommend them to everyone. Thanks to my trainer and Aplus Edtech.

Vijay Manoharan


Course: Full Stack+

I have completed my Data Science with Python Training Course at Aplus Online Training Institute. My trainer was well-educated and very attentive. I am very happy with the course and the trainer. I was lucky enough to have one-on-one sessions with flexible and well-organized timings. The friendly approach and availability for doubts are added advantages. I would recommend this course to my friends. Thanks to Aplus Edtech and special thanks to my trainer.

Ameen


Course: SAP

I learned Data Science with Python at Aplus. My trainer was very unique and talented. The classes were innovative and practical. Now I have a job in an IT company, and I feel very happy. The credit goes entirely to my trainer. Thank you, sir.

Krishna


Course: AI/ML


Quick Enquiry

Message

Get in Touch Now!

Thanks for filling out the form!
Oops...! some problem!
Contact Us

Head Office :
APLUS EdTech
# 87/1, Site No: 1,
Subhasha Nagara, Battarahalli,
Salarpuria Celesta Apartments,
TC Palya Main Road,
Krishnarajapuram, Bangalore – 560 049.
Phone: + 91-7899677801,+ 91-9844155165
Locate on Google Map

Branch:
122, Sri Nivasa Reddy Layout, AECS Layout, Marathahalli, Bengaluru, Karnataka 560037
Phone: +91 91082 49111 / (080) 4865 8559
Email: contactus@aplus-edtech.com
Address: Bengaluru, India
Locate on Google Map

© 2024 Aplus Edtech. All Rights Reserved.