90Days Data Science Bootcamp: Build Portfolio Of 90 Projects

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Course overview

Provider
Udemy
Course type
Paid course
Level
Beginner
Duration
103 hours
Lessons
706 lessons
Certificate
Available on completion
Course author
Pianalytix .
  • Understand the full product workflow for the machine learning lifecycle.
  • Real life case studies and projects to understand how things are done in the real world
  • Learn best practices when it comes to Data Science Workflow
  • Master Machine Learning, Data Science, Deep Learning With Python Practically
  • Have a great intuition of many Machine Learning models
  • Build a portfolio of work to have on your resume
  • Have a fundamental understanding of the Python programming language.
  • Introduction to the python programming, List Comprehension in Python programming, Variables and data types in python programming

Description

Learn To Build & Deploy Real Data Science, Machine Learning, Python Projects (Flask, Django,AWS,Azure,GCP, Heruko Cloud)

In This Course, Solve Business Problems Using Data Science Practically. Learn To Build & Deploy Machine Learning, Data Science, Artificial Intelligence, Auto Ml, Deep Learning, Natural Language Processing (Nlp) Web Applications Projects With Python (Flask, Django, Heroku, AWS, Azure, GCP, IBM Watson, Streamlit Cloud).


We'll Cover Everything You Need To Know For The Full Data Science And Machine Learning Tech Stack Required At The World's Top Companies. Our Students Have Gotten Jobs At Dell, Google Developers, Tcs, Wipro And Other Top Tech Companies! We've Structured The Course Using Our Experience Teaching Both Online And In-Person To Deliver A Clear And Structured Approach That Will Guide You Through Understanding Not Just How To Use Data Science And Machine Learning Libraries, But Why We Use Them. This Course Is Balanced Between Practical Real World Case Studies And Mathematical Theory Behind The Machine Learning Algorithms.

How Much Does A Data Scientist Make In The United States?

The National Average Salary For A Data Scientist Is Us$1,20,718 Per Year In The United States, 2.8k Salaries Reported, Updated On July 15, 2021 (Source: Glassdoor)


Salaries By Company, Role, Average Base Salary In (Usd)

Facebook Data Scientist Makes Us$1,36,000/Yr. Analyzed From 1,014 Salaries.

Amazon Data Scientist Makes Us$1,25,704/Yr. Analyzed From 307 Salaries.

Apple Data Scientist Makes Us$1,53,885/Yr. Analyzed From 147 Salaries.

Google Data Scientist Makes Us$1,48,316/Yr. Analyzed From 252 Salaries.

Ibm Data Scientist Makes Us$1,32,662/Yr. Analyzed From 388 Salaries.

Microsoft Data Scientist Makes Us$1,33,810/Yr. Analyzed From 205 Salaries.

Intel Corporation Data Scientist Makes Us$1,25,930/Yr. Analyzed From 131 Salaries.


In This Course, We Are Going To Work On 90 Real-World Projects (60 Data Science Projects, 30 Python Development Projects) Listed Below:


60 Data Science, Machine Learning Projects ------Starts  Here--------


Project-1: Pan Card Tempering Detector App -Deploy On Heroku

Project-2: Dog breed prediction Flask App

Project-3: Image Watermarking App -Deploy On Heroku

Project-4: Traffic sign classification

Project-5: Text Extraction From Images Application

Project-6: Plant Disease Prediction Streamlit App

Project-7: Vehicle Detection And Counting Flask App

Project-8: Create A Face Swapping Flask App

Project-9: Bird Species Prediction Flask App

Project-10: Intel Image Classification Flask App

Project-11: Language Translator App Using IBM Cloud Service -Deploy On Heroku

Project-12: Predict Views On Advertisement Using IBM Watson -Deploy On Heroku

Project-13: Laptop Price Predictor -Deploy On Heroku

Project-14: WhatsApp Text Analyzer -Deploy On Heroku

Project-15: Course Recommendation System -Deploy On Heroku

Project-16: IPL Match Win Predictor -Deploy On Heroku

Project-17: Body Fat Estimator App -Deploy On Microsoft Azure

Project-18: Campus Placement Predictor App -Deploy On Microsoft Azure

Project-19: Car Acceptability Predictor -Deploy On Google Cloud

Project-20: Book Genre Classification App -Deploy On Amazon Web Services

Project-21: Sentiment Analysis Django App -Deploy On Heroku

Project-22: Attrition Rate Django Application

Project-23: Find Legendary Pokemon Django App -Deploy On Heroku

Project-24: Face Detection Streamlit App

Project-25: Cats Vs Dogs Classification Flask App

Project-26: Customer Revenue Prediction App -Deploy On Heroku

Project-27: Gender From Voice Prediction App -Deploy On Heroku

Project-28: Restaurant Recommendation System

Project-29: Happiness Ranking Django App -Deploy On Heroku

Project-30: Forest Fire Prediction Django App -Deploy On Heroku

Project-31: Build Car Prices Prediction App -Deploy On Heroku

Project-32: Build Affair Count Django App -Deploy On Heroku

Project-33: Build Shrooming Predictions App -Deploy On Heroku

Project-34: Google Play App Rating prediction With Deployment On Heroku

Project-35: Build Bank Customers Predictions Django App -Deploy On Heroku

Project-36: Build Artist Sculpture Cost Prediction Django App -Deploy On Heroku

Project-37: Build Medical Cost Predictions Django App -Deploy On Heroku

Project-38: Phishing Webpages Classification Django App -Deploy On Heroku

Project-39: Clothing Fit-Size predictions Django App -Deploy On Heroku

Project-40: Build Similarity In-Text Django App -Deploy On Heroku

Project-41: Black Friday Sale Project

Project-42: Sentiment Analysis Project

Project-43: Parkinson’s Disease Prediction Project

Project-44: Fake News Classifier Project

Project-45: Toxic Comment Classifier Project

Project-46: Heart Attack Risk Prediction Using Eval ML (Auto ML)

Project-47: Credit Card Fraud Detection Using Pycaret (Auto ML)

Project-48: Flight Fare Prediction Using Auto SK Learn (Auto ML)

Project-49: Petrol Price Forecasting Using Auto Keras

Project-50: Bank Customer Churn Prediction Using H2O Auto ML

Project-51: Air Quality Index Predictor Using TPOT With End-To-End Deployment (Auto ML)

Project-52: Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)

Project-53: Pizza Price Prediction Using ML And EVALML(Auto ML)

Project-54: IPL Cricket Score Prediction Using TPOT (Auto ML)

Project-55: Predicting Bike Rentals Count Using ML And H2O Auto ML

Project-56: Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)

Project-57: Bangalore House Price Prediction Using Auto SK Learn (Auto ML)

Project-58: Hospital Mortality Prediction Using PyCaret (Auto ML)

Project-59: Employee Evaluation For Promotion Using ML And Eval Auto ML

Project-60: Drinking Water Potability Prediction Using ML And H2O Auto ML


30 Python Development Projects ---- Starts Here----


Project-61: Image Editor Application With OpenCV And Tkinter

Project-62: Brand Identification Game With Tkinter And Sqlite3

Project-63: Transaction Application With Tkinter And Sqlite3

Project-64: Learning Management System With Django

Project-65: Create A News Portal With Django

Project-66 : Create A Student Portal With Django

Project-67 : Productivity Tracker With Django And Plotly

Project-68 : Create A Study Group With Django

Project-69 : Building Crop Guide Application with PyQt5, SQLite

Project-70 : Building Password Manager Application With PyQt5, SQLite

Project-71 : Create A News Application With Python

Project-72 : Create A Guide Application With Python

Project-73: Building The Chef Web Application with Django, Python

Project-74 : Syllogism-Rules of Inference Solver Web Application

Project-75 : Building Vision Web Application with Django, Python

Project-76 : Building Budget Planner Application With Python

Project-77 : Tic Tac Toe Game

Project-78 : Random Password Generator Website using Django

Project-79 : Building Personal Portfolio Website Using Django

Project-80 : Todo List Website For Multiple Users

Project-81 : Crypto Coin Planner Gui Application

Project-82 : Your Own Twitter Bot -python, request, API, deployment, tweepy

Project-83 : Create A Python Dictionary Using python, Tkinter, JSON

Project-84 : Egg-Catcher Game using python

Project-85 : Personal Routine Tracker Application using python

Project-86 : Building Screen -Pet using Tkinter & Canvas

Project-87 : Building Caterpillar Game Using Turtle and Python

Project-88 : Building Hangman Game Using Python

Project-89 : Developing our own Smart Calculator Using Python and Tkinter

Project-90 : Image based steganography Using Python and pillows


Tip: Create A 90 Days Study Plan, Spend 1-2hrs Per Day, Build 90 Projects In 90 Days.


The Only Course You Need To Become A Data Scientist, Get Hired And Start A New Career


Note (Read This): This Course Is Worth Of Your Time And Money, Enroll Now Before Offer Expires.

90Days Data Science Bootcamp: Build Portfolio Of 90 Projects
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