Data Science Bundle: 180 Hands-On Projects - Course 3 of 3
Last updated 10/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 51h 56m | Size: 23.1 GB

Build & Deploy 180 Projects - Data Science, Machine Learning, Deep Learning (Python, Flask, Django, AWS, Azure Cloud)

What you'll learn
Equip yourself with skills that are in high demand, increasing your chances of getting hired as a Data Scientist.
Apply Machine Learning to real-world scenarios, making you job-ready.
Get exposure to Deep Learning, Transfer Learning, and Neural Networks, expanding your skill set.
Master the essentials of Machine Learning using Python, the go-to language for Data Science.
Learn to build robust Machine Learning models that can withstand real-world uncertainties.
Acquire techniques to fine-tune and improve your Machine Learning models for better performance.
Develop a strong intuition for choosing the right Machine Learning models for different tasks.
Empower yourself to conduct powerful data analyses that can drive decision-making processes.

Requirements
Basic knowledge of machine learning

Description
Enroll in this course for an immersive learning experience with compelling benefits. You'll gain hands-on experience in practical machine learning and data-driven projects. Develop proficiency in Python, Flask, Django, and cloud deployment on platforms like Heroku, AWS, Azure, GCP, and Streamlit.

This course guides you through the entire project lifecycle, from ideation to deployment, with a focus on real-world applications. It bridges the gap between data analytics and business strategy, making it suitable for both newcomers and seasoned practitioners. With 60 diverse projects, you can build a robust portfolio at your own pace.

Don't miss this opportunity to advance your data science career and make a real impact in today's data-rich world. Enroll now before the offer expires and transform your future.

In This Course, We Are Going To Work On 60 Real World Projects Listed Below

Data Science Projects

Project-1: CarPricer: Fueling Car Prices - Build Car Prices Prediction App on Heroku

Project-2: LoveCounter: Counting Affairs - Build Affair Count Django App on Heroku

Project-3: ShroomSense: Unveiling Fungal Delights - Build Shrooming Predictions App on Heroku

Project-4: PlayRater: Play Store Insights - Google Play App Rating Prediction on Heroku

Project-5: BankGuru: Banking on Customer Predictions - Build Bank Customers Predictions Django App on Heroku

Project-6: ArtSculptor: Sculpting Artistic Insights - Build Artist Sculpture Cost Prediction Django App on Heroku

Project-7: MediCost: Healing Insights - Build Medical Cost Predictions Django App on Heroku

Project-8: PhishGuard: Safeguarding the Web - Phishing Webpages Classification Django App on Heroku

Project-9: FashionFit: Fit for Style - Clothing Fit-Size Predictions Django App on Heroku

Project-10: TextSim: Unveiling Textual Connections - Build Similarity In-Text Django App on Heroku

Project-11: ForgeryFinder: Unmasking Pan Card Tampering with AI - Deploy On Heroku

Project-12: BreedRover: Fetching Dog Breeds with a Flask Twist

Project-13: AquaMark: Immortalizing Images with Watermark Wizardry - Deploy On Heroku

Project-14: SignSense: Navigating the Road with Traffic Sign Detection

Project-15: TextXtract: Unlocking Secrets Hidden in Images

Project-16: PlantWhisperer: Decoding Nature's Language for Plant Disease Prediction

Project-17: AutoTrack: Counting Cars and Unleashing Traffic Insights with Flask

Project-18: FaceSwap Pro: Transform Faces and Dive into a World of Fun

Project-19: FeatheredForecast: Predicting Bird Species with Flask Feathers

Project-20: VisualIntel: Exploring Visual Intelligence with Intel Image Classification

Project-21: HeartBeatHero: Defending Hearts with Eval ML - Heart Attack Risk Prediction

Project-22: FraudGuardian: Shielding Finances with Pycaret - Credit Card Fraud Detection

Project-23: SkyHighForecaster: Soaring through Fare Predictions - Flight Fare Prediction

Project-24: FuelProphet: Fueling Future Insights - Petrol Price Forecasting

Project-25: ChurnSavior: Safeguarding Customer Loyalty - Bank Customer Churn Prediction

Project-26: AirQInsight: Breathing Easy with TPOT - Air Quality Index Predictor

Project-27: RainMaster: Unveiling Precipitation Patterns - Rain Prediction using ML models & PyCaret

Project-28: PizzaCraver: Predicting Pizza Prices - Pizza Price Prediction using ML and EVALML

Project-29: IPLOracle: Unlocking Cricket Magic - IPL Cricket Score Prediction using TPOT

Project-30: BikeRider: Pedaling through Rentals - Predicting Bike Rentals Count using ML and H2O Auto ML

Project-31: ConcreteWizard: Building Strong Foundations - Concrete Compressive Strength Prediction using Auto Keras

Project-32: HomePriceWhiz: Navigating the Housing Market - Bangalore House Price Prediction using Auto SK Learn

Project-33: LifeSaver: Predicting Hospital Outcomes - Hospital Mortality Prediction using PyCaret

Project-34: CareerPro: Elevating Professional Paths - Employee Evaluation for Promotion using ML and Eval Auto ML

Project-35: HydraH2O: Quenching the Thirst for Drinking Water Potability - Drinking Water Potability Prediction using ML and H2O Auto ML

Project-36: GameQuest: Unlocking the World of Video Game Sales Analysis

Project-37: TicTacToEvolved: A Strategic Battle of Wits - Build Tic Tac Toe Game

Project-38: PassGenie: Creating Secure Passwords - Random Password Generator Website using Django

Project-39: PortfolioPro: Showcasing Your Skills - Building Personal Portfolio Website using Django

Project-40: TodoTracker: Organizing Tasks Together - Todo List Website For Multiple Users

Project-41: CryptoPlanner: Riding the Waves of Crypto - Crypto Coin Planner GUI Application

Project-42: TweetBot: Your Personal Twitter Companion - Your Own Twitter Bot - Python, Request, API, Deployment, Tweepy

Project-43: DictBuilder: Crafting a Personal Dictionary - Create A Python Dictionary using Python, Tkinter, JSON

Project-44: EggCatcher: A Fun Game of Precision - Egg-Catcher Game using Python

Project-45: RoutineTracker: Keeping Your Day on Track - Personal Routine Tracker Application using Python

Project-46: ScreenPet: Unleashing the Pet on Your Screen - Building Screen-Pet using Tkinter & Canvas

Project-47: CaterpillarGame: A Journey of Transformation - Building Caterpillar Game using Turtle and Python

Project-48: HangmanMaster: Cracking the Word Code - Building Hangman Game using Python

Project-49: SmartCalc: Math Made Easy - Developing our own Smart Calculator using Python and Tkinter

Project-50: SecretSteganography: Hiding Messages in Images - Image-based steganography using Python and pillows

Power BI Projects

Project-51: Patient Summary Dashboard: Medical Records

Project-52: Global Super Store Sales Data Analysis

Project-53: Boston Housing Dataset Dashboard: Real Estate

Project-54: Crime in Los Angeles: Yearly City Analysis

Project-55: IMDB Movie Dataset Dashboard: Movie Comparison

Project-56: Hotel Reservation Dashboard: Global Hotel Business

Project-57: Toy Sales Data Analysis: Practice Dataset

Project-58: Netflix Stock Price Dashboard: Business Analysis

Project-59: Personal Finance Management Dashboard: Financial Insights

Project-60: A Deep Dive into Bank Customer Churn with Power BI

Tips: Create A 60 Days Study Plan , Spend 1-2hrs Per Day, Build 60 Projects In 60 Days.

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

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

Who this course is for
Beginners in data science

Homepage

https://www.udemy.com/course/practical-data-science-projects/

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