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Complete Machine Learning & Data Science Program
source link: https://practice.geeksforgeeks.org/courses/data-science-live
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84k+ interested Geeks
Course Description
A 360-degree Learning experience designed for geeks who wish to get hands-on Data Science. Mentored by industry experts; learn to apply DS methods and techniques, and acquire analytical skills. So Master the Art of Data Science Now!
Beginner to Advance125+ hours
Lifetime AccessJob AssistanceCourse CertificateCapstone Projects
Students got placed after taking this course at...
Course Overview
Data Science is one of the most in-demand jobs of the 21st century. A majority of companies now rely on data science to make informed decisions about their future and create an action plan. This course, a blend of self-paced learning modules and Live Guidance Sessions, will introduce you to the world of Data Science from collecting various types of data to storing, pre-processing, analyzing, model building and deploying them with latest Data Science techniques.
Live Refresher and Industry Oriented Project Sessions will be scheduled on a weekly basis every Saturday & Sunday. Check out the Course Brochure for complete details.
Key Highlights:
- 20+ Programming Tools & Libraries
- 40+ Industry Projects
- 1:1 Project Review
- Weekly Live Session with Industry Mentor
- Career Essential Soft Skills Program
- Designed for both Students & Working Professionals
- Placement Assistance
- Career Guidance Session
- 6 Months of one-on-one 24X7 Doubt Assistance
Live Refresher and Industry Oriented Project Sessions will be scheduled on a weekly basis every Saturday & Sunday. Check out the Course Brochure for complete details.
What you will learn
- Data Analysis with Python
- Working with different types of Datasets
- DIY Datasets with Web Scraping
- Dashboards with Tableau
- Building ML Models from Scratch
- NLP with NLTK
- Neural Networks with Tensorflow
- Working with Images with OpenCV
- Capstone Projects with Industry Experts
Course Content
- Python for Data Science
- Introducing Python - Python Basics, Operators, Loops, Functions, Strings, List, Tuples, Dictionary, Set, Object-oriented concepts(OOPs) and much more.
- Data Toolkit - Getting started with Files, Inventory Management System with Files, Inventory Management System with JSON, Mastering Numpy Arrays, Getting started with OS , Jupyter Notebook Setup, OS with Python, etc.
- Data Analytics
- Data Analysis with Python - Getting started with Pandas, Statistics, Data Preprocessing, Data Analysis
Projects: Black Friday Sales Data Analysis, Data Visualization on Heart Disease Dataset, GDP Analysis - Excel - Data Formatting & Validation, Functions, Illustrations, Tables & Charts, VB Analysis, etc.
- SQL - DBMS & MySQL, Tables & Databases, Inserting & Retrieving Data, Data Types, Constraints, Aggregation, Joins, Unions, Indexes, Transactions, Injection, DLC & TLD Commands, Function, Views, Normalization, etc.
Projects: Banking Project using MySQL and Python, Banking Project using PostgreSQL and Python
- Data Analysis with Python - Getting started with Pandas, Statistics, Data Preprocessing, Data Analysis
- Data Visualization and Scraping
- Tableau - Introduction to Tableau, Understanding Parameters, Basic Plots, Fundamentals of Tableau, Designing the Plots, etc
Projects: Superstore Sales Analysis Dashboard, Covid-19 World Dashboard - Web Scraping - Learn how to Scrape, Selenium, Image Dataset Creation, and much more
Projects: Wikipedia Scraper, Youtube Scrapper, Stock Images Infinite Scroll
- Tableau - Introduction to Tableau, Understanding Parameters, Basic Plots, Fundamentals of Tableau, Designing the Plots, etc
- Machine Learning & AI
- Introduction to AI, How Data Science Comes into Play,
- Linear Regression, Multiple Linear Regression & Polynomial Linear Regression,
- Support Vector Machines, Decision Trees, Random Forests,
- Classification Algorithms, Clustering Algorithms, Feature Engineering, and much more
- Projects -
- MNIST Handwritten Digit Recogniser, Titanic Survival | EDA,
- PubG Predictive Analysis, Human Activity Recognition using Smartphone data,
- Predicting solar Irradiance
Eshant Das
Placed at GeeksforGeeks
As a newbie in the field of Data Science, Python, and Machine Learning, this course was extremely helpful to me in a variety of ways. First, it was so easy to understand that I was able to write fluently in a basic level python course. Secondly, the questions that were provided with each section really helped me to gain confidence. The order in which the course was aligned is fantastic
I found it to be incredibly simple to understand the theory, and I was also able to answer questions based on data science thanks to that course. Mentors gives an extremely engrossing introduction to all facets of machine learning.
Reviews and Ratings
Richa Jha
Placed at Bank of America
After a career break, this course allowed me to reassess my prior knowledge and helped me position myself to receive a better job offer.
Despite being a young mother, I consistently work toward my objectives.
The course is very informative, interesting and beautifully crafted course. I enjoyed the course and learned a lot from it.
Its a great course, with a great instructor and I would recommend it to anyone :)
GfG Thank you for all your effort.
ABDULLAH FAZILI
Placed at GeeksforGeeks
Before joining the Geeks for Geeks "Data Science live" course, I had only a basic knowledge of python. But after joining the live classes I acquired all the required skills from mentors who are real-life industry experts. They gave me the confidence I needed to work on the projects and how you'll turn boring raw data into something valuable using various libraries like Seaborn, Matplotlib, Pandas, Numpy, etc. The best aspect of my course is the material offered by geeks for geeks, and the journey goes from basic to intermediate to advanced level. It helped me plenty. I expressed my gratitude towards the GeeksforGeeks family, in particular to Arpit Jain Sir, who was so nice as to answer all of our queries patiently.
Ramratan Sharma
Placed at The Bharat Groups
Learning will never become old, you must update yourself over time, and it will improve every aspect of life.
Great thanks to GeeksforGeeks for quality content, your Data Science live course is awesome, especially thanks to Sandeep Jain for great content.
Eshant Das
Placed at GeeksforGeeks
As a newbie in the field of Data Science, Python, and Machine Learning, this course was extremely helpful to me in a variety of ways. First, it was so easy to understand that I was able to write fluently in a basic level python course. Secondly, the questions that were provided with each section really helped me to gain confidence. The order in which the course was aligned is fantastic
I found it to be incredibly simple to understand the theory, and I was also able to answer questions based on data science thanks to that course. Mentors gives an extremely engrossing introduction to all facets of machine learning.
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