Data Science Bundle - 180 Hands-On Projects

Free download скачать Data Science Bundle - 180 Hands-On Projects - Course 1 of 3
Last updated 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 73h 40m | Size: 39.1 GB
Build & Deploy 180 Projects - Data Science, Machine Learning, Deep Learning (Python, Flask, Django, AWS, Azure Cloud)

What you'll learn
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 the skills needed to deploy Machine Learning models, making them functional in a live environment.
Develop a strong intuition for choosing the right Machine Learning models for different tasks.
Implement popular Machine Learning algorithms from scratch, providing you with a deep understanding of their functionalities.
Use SciKit-Learn, the Python library for Machine Learning, to efficiently complete various tasks.
Explore Matplotlib, the Python plotting library, to visualize your data effectively.
Get exposure to Deep Learning, Transfer Learning, and Neural Networks, expanding your skill set.
Requirements
Basic knowledge of data science
Description
Unleash your data science mastery in this dynamic course! Learn to build and deploy machine learning, AI, NLP models, and more using Python and web frameworks like Flask and Django . Elevate your projects to the cloud with Heroku, AWS, Azure, GCP, IBM Watson, and Streamlit . Get ready to turn data into powerful solutions!Embark on a dynamic learning experience with our comprehensive course, "Applied Data Science: From Theory to Real-World Impact . " Dive deep into the world of practical machine learning and data-driven projects, where you'll gain the skills to transform theoretical concepts into tangible solutions .This hands-on program empowers you to tackle complex problems using cutting-edge techniques, guiding you through the entire project lifecycle . From the inception of ideas to data collection, preprocessing, modeling, and deployment, you'll navigate every stage, honing your skills in real-world settings .Develop proficiency in deploying models across diverse environments, from interactive web applications to critical business systems . Gain insights into the challenges of model deployment and learn to address them effectively . With a strong emphasis on experiential learning, you'll work on actual industry-inspired projects, implementing strategies that yield measurable results ."Data-Driven Projects" goes beyond the technical aspects, highlighting the integration of data-driven decision-making into various business landscapes . Witness the fusion of data analytics and strategic thinking, driving business impact through informed insights . Whether you're a seasoned data practitioner or a newcomer, this course equips you with the knowledge and confidence to excel in real-world scenarios .Elevate your data science journey today and become a proficient problem solver, capable of leveraging data for transformative outcomes that make a difference in today's data-rich world .In This Course, We Are Going To Work On 60 Real World Projects Listed Below:Project-1: Forecasting Renewable Energy Generation: Time Series and Regression AnalysisProject-2: Predicting Diamond Sales Price with Multiple Regression MethodsProject-3: Ethereum Price Prediction using GRU/LSTMs for ForecastingProject-4: Detecting Stress Levels from PPG Sensor Data using Neural NetworksProject-5: Classification of Brain Tumors with CNN and OpenCVProject-6: Age and Gender Prediction from Chest X-Ray Scans using CNN and OpenCVProject-7: COVID-19 Detection from CT Scans using ResNet, DenseNet, and VGG ModelsProject-8: Detecting DeepFakes with ResNet and CNNProject-9: Automatic Number Plate Recognition using ResNet and CNNProject-10: Land Segmentation using U-Net ArchitectureProject-11: LingoLinx: Unleashing Multilingual Magic - Language Translator App on HerokuProject-12: AdView Pro: Cracking the Code of Ad View Predictions with IBM Watson on HerokuProject-13: LappyPricer: Decoding Laptop Prices with Heroku's Predictive PowersProject-14: TextWise: Unveiling Insights from WhatsApp Text with Heroku's Analytical ArsenalProject-15: SmartCourse: Guiding Your Academic Journey - Course Recommendation System on HerokuProject-16: IPL Prophets: Predicting IPL Match Wins with a Touch of Heroku MagicProject-17: BodyFit: Sculpting Your Body Fat Estimator App on Microsoft AzureProject-18: CareerPath: Paving the Way to Campus Placement Success on Microsoft AzureProject-19: AutoCar: Driving the Future of Car Acceptability Prediction on Google CloudProject-20: GenreGenius: A Journey into Book Genres with Amazon Web ServicesProject-21: DNA Seeker: Unraveling Genetic Clues - E . Coli Classification Adventure on AWSProject-22: WordWizard: Unleashing Sentence Sorcery - Predicting the Next Word on AWSProject-23: SeqMaster: Journey into Sequence Prediction - LSTM Adventures on AWSProject-24: KeywordGenie: Unlocking Textual Treasures - Keyword Extraction using NLP on AzureProject-25: SpellCheck Plus: Vanishing Typos - Spelling Correction Wizardry on AzureProject-26: MusicTrends: Dancing with Popularity - Music Popularity Classification on Google App EngineProject-27: AdClassify: Decoding Advertisements - Advertisement Classification on Google App EngineProject-28: DigitDetect: Cracking the Code of Image Digits - Image Digit Classification on AWSProject-29: EmoSense: Delving into Emotions - Emotion Recognition with Neural Networks on AWSProject-30: CancerGuard: Fighting Against Breast Cancer - Breast Cancer Classification on AWSProject-31: Unsupervised Clustering of COVID Nucleotide Sequences using K-MeansProject-32: Weed Detection in Soybean Crops using Computer VisionProject-33: PixelPal: Transforming Images with OpenCV and Tkinter - Image Editor ApplicationProject-34: BrandQuest: Unveiling Brand Identifications with Tkinter and SQLite - Brand Identification GameProject-35: TransactionTracker: Monitoring Financial Flows with Tkinter and SQLite - Transaction ApplicationProject-36: LearnEase: Nurturing Knowledge with Django - Learning Management SystemProject-37: NewsWave: Riding the Waves of News - Create A News Portal with DjangoProject-38: StudentVerse: Journey into Student Life - Create A Student Portal with DjangoProject-39: ProductivityPro: Tracking Progress with Django and Plotly - Productivity TrackerProject-40: StudyConnect: Forging Study Bonds - Create A Study Group with DjangoPower BI Projects:Project-41: Global Data Professionals Benchmarking DashboardProject-42: Beijing Air Quality Dashboard: DAX and VisualizationsProject-43: Real Estate in Daegu: Apartment Pros and Cons AnalysisProject-44: Super Market Sales Analysis: Power Query and DAXProject-45: COVID-19 WHO Dataset Insights: Power Query and DAXProject-46: Credit Card Defaulters Analysis: Power Query and DAXProject-47: Crime in Chicago: 3-Year Analysis with VisualizationProject-48: Customer Churn Analysis: Real-World Business ProblemProject-49: Customer Churn Analysis (Advanced Features): Data ModelingProject-50: Attrition Analysis: HR Data Transformation and VisualizationTableau Projects:Project-51: Revenue Analysis Dashboard: Business Insights and TrendsProject-52: AirBnbs in Seattle: Rental Market AnalysisProject-53: New Year Resolution Tweets: Social Media AnalysisProject-54: Road Accident in the UK: Safety AnalysisProject-55: Ecommerce Sales Dashboard: Sales OptimizationProject-56: Super Store Sales Dashboard: Retail AnalysisProject-57: Credit Card Complaints: Customer Feedback AnalysisProject-58: Data Science Career Dashboard: Job Market TrendsProject-59: Amazon Prime Video Dashboard: Streaming InsightsProject-60: Traffic Collision in Seattle: Safety and Traffic AnalysisTip: Create A 60 Days Study Plan , Spend 1-3hrs Per Day, Build 60 Projects In 60 Days .The Only Course You Need To Become A Data Scientist, Get Hired And Start A New CareerNote: This Course Is Worth Of Your Time And Money, Enroll Now Before Offer Expires .
Who this course is for
Beginners in data science
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Data Science Bundle: 180 Hands-On Projects - Course 3 of 3	Литература, искусство и культура, книги	2024-01-03
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