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DATA SCIENCE COURSE
Data Science Course Training Institute
Description
Learn about the most popular Data Science course provided by TechVidya Data Science training institute. With TechVidya Data Science training, your abilities will be reinforced, and you'll have a lot of career options. Data Science enables businesses to handle all their financial data, prepare balance sheets, and make corporate planning choices with efficiency. It is one of the greatest systems for centrally managing corporate finances, which promotes effective operations and gets rid of effort duplication inside the organization. You will undoubtedly have wider career options after completing the course since TechVidya Data Science training institute guarantees to give the best Data Science skills in the business.
Why to Choose Us:
- LMS & Job Portal Access
- 360 Degree Placement Support
- Capstone Projects & Assignment
- PD & Resume Making Sessions
- Mock Interview Sessions
- Dedicated Placement Department
Pre-Requisite
- • Basic Programming Skills & Scripting is Required
- • Graduation is Recommended
- • Course assumes no previous experience
Curriculum
- 65 Modules • 115-120 Hours Course Duration
Python Variables & Data Types
Operators & Conditional Statements
Python Looping Concept
Python Control Statements
Python Number, Strings, List & Tuple
Python Dictionary, Sets, Date & Time
Python Function & Module
File Handling & Exception Handling
OOPs Concepts & Regular Expression
Scrapping & Database Connections
What is Anaconda Distribution?
How it is different from Python Distribution?
How to install Anaconda?
Anaconda Repository
Anaconda Navigator
Integrating Anaconda with Pycharm
Setting up Your GitHub Account
Configuring Your First Git Repository
Making Your First Git Commit
Pushing Your First Commit to GitHub
Git and GitHub Workflow Step-by-Step
SQL/RDBMS database management
SQL Queries
CRUD Operations
What is numpy?
Numpy performance test
Introduction to numpy arrays and Matrices
Indexing and Selection
Introduction to numpy function
Numpy Operations Array with Array, Array with Scalars, Universal Array
Functions
Dealing with Flat files using numpy
Mathematical functions
Statistical functions
Integrating Anaconda with Pycharm
What is Pandas
Creating Series
Creating Data Frames
Grouping, Sorting
Group by Operations
Merging, Joining and Concatenating DataFrame
Pandas Operations
Data Input and Output from a variety of data formats like csv, excel, db, json etc
Missing Data (Imputation)
Data analysis with data set
Practical use cases using data analysis
Type of Dataset: Numerical, Categorical and Ordinal
Mean, Median and Mode
Variance and Standard Deviation
Probability Density Function(PDF) and Probability Mass Function (PMF)
Percentiles and Moments
Covariance and Correlation
Conditional Probability
Bayes’ Theorem Module
Plotting for exploratory data analysis (EDA)
Line Graph on time Series
Pie Chart, Bar and Horizontal Bar Graph
Introduction to IRIS dataset
2D scatter plot
Pair plots
Histogram and Introduction to PDF (Probability Density Function)
CDF (Cumulative Distribution Function)
Introduction to Seaborn
Preparation of scatter data
Figures in Seaborn
Scatter plots in Seaborn
Preparation of line plot data
Line plots in Seaborn
More on visualization
Getting Data In
Saving & Publishing
Data Visualization Building Blocks
Visualizations
Modeling with Power BI
Power BI Desktop Visualisations
Power BI Service Visualisation Tools
Publishing & Sharing
Refreshing Datasets
Supervised Learning - Linear Regression
Logistic Regression
Decisioin Trees
Classification - k Nearest Neighbor (KNN)
Naive Bayes Classifier
Classification SVM (Support Vector Machine)
Unsupervised Learning - Clustering
Density based clustering
Principal Component Analysis (PCA)
Ensemble Modelling
Time Series Analysis
Natural Language Processing
Text Mining and Sentimental Analysis
Reinforcement Learning
Heuristic Search
Neural Networks
Genetic Algorithms
Deep Learning
Project Work
PD Classes
Resume Preparation
Interview Question Preparation
Student Feedback
Latest Reviews
Sotapdi Kunda
Very clean and organized with easy to follow tutorials, Exercises, and solutions. The training does start from the beginning with very little knowledge and gives a great overview and progresses into more complex concepts and ideas.
Samantha
The training is good at explaining very basic intuition of the concepts. It will get you scratching the surface so to say, where this course is unique is the implementation methods are so well defined, Thank you to the team !.
Rajeev Aggarwal
This course is amazing..! I started course as a beginner and learnt a lot. Instructors are great. Query handling can be improved.Overall very happy with the course.
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Professional
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65 Modules
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115-120 Hours
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Data Science
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English
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Included
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Yes
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e-Content
Learn from Industry Experts. Enquire Now!
Data Science Training Options
Whether you're looking for Data Science Training, start your next journey with India's Best IT & Software Training Edtech Company @TechVidya -- we have a plan for you.
Data Science
Data Science Course
- Video and e-Content
- Final Assessment
- Certification
Data Science
Data Science Course
- Classroom Training
- Projects/Assignments
- Mock Interview
- Final Assessment
- Certification
- Placement Assistance
Data Science
Data Science Course
- Live Instructor Based
- Projects/Assignments
- Mock Interview
- Final Assessment
- Certification
- Placement Assistance
Data Science
Data Science Course
- Customize Content
- Flexible Timings
- Onsite Training
- Experienced Trainers
- Increase Productivity
- Skill Assessment
Student's Feedback
Student
Great Course !
The study environment is good and trainers are full of knowledge. I personally recommend TechVidya to all the students who looking for quality computer education.
Student
Best Experience !
I have completed my Certification from TechVidya. Complete project based training really help me to sharpen my skills.
Student
Best Placement Support !
TechVidya have made efforts ensuring maximum number of students placement. They started grooming us for placement in the first few months.
Student
Helpful Instructors !
Regular classes held to help us with our aptitude and technical skills. Trainers are well experienced and very helpful during all the course.
Student
Great Placement Support !
I had complete my SAP Training with TechVidya. The Trainers are Certified & Experienced. Placement cell is well active in order to help with the placement.
Student
Helpful Staff !
Due to the efforts made by the faculty and placement cell at TechVidya, I was able to get a job in the second company that I applied for. Thanks to TechVidya!
How to Start Your Professional Journey
01. Learn from Industry Experts
TechVidya is ISO 9001:2015 Accredited Edtech Company, trained more than 68806+ students all across the world. We have team of 470+ Experienced & Certified Instructors.
02. Live Project Based Training
Complete IT & Software Training provided by Techvidya is designed as per the Industrial Requirement with Live Projects. Every topic covered is in most practical way with real-time examples.
01. Industry Recognised Certification
TechVidya offers a wide range of IT & Software Certifications designed to take your career to the next level. Candidate can gain access to multiple placement opportunities by opting our Certification.
02. Verifiable Certificate
TechVidya provides Globally Recognized Course Completion Certificate which can be verifiable at techvidya official website. TechVidya Verifiable Certification helps to achieve your dream jobs.
01. PD, Resume Making & Mock Interview
We help our students to get a foothold in the corporate world by providing Practical based Training including Personality Development, Resume Making & Mock Interviews Sessions.
02. Dedicated Placement Department
Our Placement Department help candidates to present themselves confidently at the time of actual interview. We provide placement assistance to our students with the help of dedicated placement cell.
Upgrade Yourself, 68806+ Students Trained. Enquire Now!
Recent Placement
Ms Aditi Soni
Telecon Systems
Mr. Anand Pandey
Newgen
Mr. Soban Singh
Dabur India
Mrs. Rashmi Negi
MAX
Ms Habiba
Eminenture
Mr. Yash Aryan
PayTM
Mr. Manoj
Technosoft
Mr. Shivam
Telecon SystemsOur Hiring Partners
Career Assistance Services
Throughout the Course
After 80% Course
After 90% Course
After 100% Course
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An Investment in Knowledge pays the best interest.
Get 360 Degree Placement Assistance with Us
Expand your career opportunities with India's most trusted IT & Software Training Institute @TechVidya. Get job-ready for an in-demand career with our 360 degree placement assistance program. Choose from Multiple certification programs with us.
- Online LMS Login Access
- Online Job Portal Access
- Assignments & Capstone Projects
- Resume Making & Interview Preparation
- Dedicated Placement Department
Accelerate your Career & Upskill Yourself
Groom your career with our IT & Software Courses. Choose from multiple career oriented courses like Data Science, Cloud Computing, Ethical Hacking, Multimedia & Animation, SAP, Full Stack Development and more...
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