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100 Days of Code • Real World Data Science Projects Bootcamp (2022-11)

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  1. 100 Days of Code
  2. Real World Data Science Projects Bootcamp
  3. 101 sections • 731 lectures • 105h 39m total length
  4. 2022-11 | e-Learning | English | MP4, ZIP | 51.44 GB
  5.  
  6. Build 100 Projects in 100 Days - Data Science, Machine Learning, Deep Learning (Python, Flask, Django, AWS, Heruku Cloud).
  7.  
  8.  
  9. DOWNLOAD:
  10. -------------------------
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  251. http://ul.to/3vusoxal
  252. http://ul.to/ua7urzwy
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  255. http://ul.to/qnuurtxe
  256. http://ul.to/nxt5dkkh
  257. -------------------------
  258. https://icerbox.com/OokVa9KO/data-science-pro-bc-2022-11.part01.rar
  259. https://icerbox.com/OBvZQerO/data-science-pro-bc-2022-11.part02.rar
  260. https://icerbox.com/n48a6evn/data-science-pro-bc-2022-11.part03.rar
  261. https://icerbox.com/gAVajb3O/data-science-pro-bc-2022-11.part04.rar
  262. https://icerbox.com/O9DaveNg/data-science-pro-bc-2022-11.part05.rar
  263. https://icerbox.com/nmZPaB0l/data-science-pro-bc-2022-11.part06.rar
  264. https://icerbox.com/gDPa7q5g/data-science-pro-bc-2022-11.part07.rar
  265. https://icerbox.com/nRqk9PVO/data-science-pro-bc-2022-11.part08.rar
  266. https://icerbox.com/lVr87Z4l/data-science-pro-bc-2022-11.part09.rar
  267. https://icerbox.com/ONR8zZpO/data-science-pro-bc-2022-11.part10.rar
  268. https://icerbox.com/O9DavXGg/data-science-pro-bc-2022-11.part11.rar
  269. https://icerbox.com/lVr8774l/data-science-pro-bc-2022-11.part12.rar
  270. https://icerbox.com/OXW9aaog/data-science-pro-bc-2022-11.part13.rar
  271. https://icerbox.com/nMy877kn/data-science-pro-bc-2022-11.part14.rar
  272. https://icerbox.com/ONR8zN8O/data-science-pro-bc-2022-11.part15.rar
  273. https://icerbox.com/nMy87Nyn/data-science-pro-bc-2022-11.part16.rar
  274. https://icerbox.com/ljjGax4l/data-science-pro-bc-2022-11.part17.rar
  275. https://icerbox.com/nLJa46Kg/data-science-pro-bc-2022-11.part18.rar
  276. https://icerbox.com/ndd8a8Bn/data-science-pro-bc-2022-11.part19.rar
  277. https://icerbox.com/lz0yzp3O/data-science-pro-bc-2022-11.part20.rar
  278. https://icerbox.com/g589y9dl/data-science-pro-bc-2022-11.part21.rar
  279. https://icerbox.com/ONR8Ne2O/data-science-pro-bc-2022-11.part21.rar
  280. https://icerbox.com/OyrNQ35n/data-science-pro-bc-2022-11.part22.rar
  281. https://icerbox.com/leD81EBn/data-science-pro-bc-2022-11.part22.rar
  282. https://icerbox.com/nw7XQv5n/data-science-pro-bc-2022-11.part23.rar
  283. https://icerbox.com/nMy86e4n/data-science-pro-bc-2022-11.part23.rar
  284. https://icerbox.com/lz0yQpMO/data-science-pro-bc-2022-11.part24.rar
  285. https://icerbox.com/OQyad47O/data-science-pro-bc-2022-11.part24.rar
  286. https://icerbox.com/nRqkveVO/data-science-pro-bc-2022-11.part25.rar
  287. https://icerbox.com/lP28xM0O/data-science-pro-bc-2022-11.part25.rar
  288. https://icerbox.com/n48aNJvn/data-science-pro-bc-2022-11.part26.rar
  289. https://icerbox.com/OXW9bVog/data-science-pro-bc-2022-11.part26.rar
  290. -------------------------
  291. https://nitroflare.com/view/D8634A9339C84FE/data-science-pro-bc-2022-11.part01.rar
  292. https://nitroflare.com/view/21A168EAC7F933D/data-science-pro-bc-2022-11.part02.rar
  293. https://nitroflare.com/view/CF702B4D9EE2482/data-science-pro-bc-2022-11.part03.rar
  294. https://nitroflare.com/view/A14F98BE2B6D86C/data-science-pro-bc-2022-11.part04.rar
  295. https://nitroflare.com/view/37B7479FD846FA4/data-science-pro-bc-2022-11.part05.rar
  296. https://nitroflare.com/view/47B6870A5E3C616/data-science-pro-bc-2022-11.part06.rar
  297. https://nitroflare.com/view/F2EEA6178893C79/data-science-pro-bc-2022-11.part07.rar
  298. https://nitroflare.com/view/E2298F54DE6AE83/data-science-pro-bc-2022-11.part08.rar
  299. https://nitroflare.com/view/9423D9EDFA93989/data-science-pro-bc-2022-11.part09.rar
  300. https://nitroflare.com/view/F58C0201503A8AE/data-science-pro-bc-2022-11.part10.rar
  301. https://nitroflare.com/view/5499DB45CF3795F/data-science-pro-bc-2022-11.part11.rar
  302. https://nitroflare.com/view/5CADCD5DF336E7D/data-science-pro-bc-2022-11.part12.rar
  303. https://nitroflare.com/view/9498A7F047E4C14/data-science-pro-bc-2022-11.part13.rar
  304. https://nitroflare.com/view/1E97C9A7C8DB635/data-science-pro-bc-2022-11.part14.rar
  305. https://nitroflare.com/view/ABF6B52E49129A1/data-science-pro-bc-2022-11.part15.rar
  306. https://nitroflare.com/view/ADFE94D57788F65/data-science-pro-bc-2022-11.part16.rar
  307. https://nitroflare.com/view/AB5F52A50974CE1/data-science-pro-bc-2022-11.part17.rar
  308. https://nitroflare.com/view/543C7BED29442D5/data-science-pro-bc-2022-11.part18.rar
  309. https://nitroflare.com/view/716531D86A07CE4/data-science-pro-bc-2022-11.part19.rar
  310. https://nitroflare.com/view/F861D8678D1BD20/data-science-pro-bc-2022-11.part20.rar
  311. https://nitroflare.com/view/9F477ABE7B3D3D2/data-science-pro-bc-2022-11.part21.rar
  312. https://nitroflare.com/view/B588D7D7BCC0098/data-science-pro-bc-2022-11.part22.rar
  313. https://nitroflare.com/view/8E7587082E61889/data-science-pro-bc-2022-11.part23.rar
  314. https://nitroflare.com/view/EBE74E4A8B12B24/data-science-pro-bc-2022-11.part24.rar
  315. https://nitroflare.com/view/42AB0454F1FD117/data-science-pro-bc-2022-11.part25.rar
  316. https://nitroflare.com/view/A94BDEB76C176D2/data-science-pro-bc-2022-11.part26.rar
  317. -------------------------
  318.  
  319.  
  320.  
  321. What you'll learn
  322. - Have a great intuition of many Machine Learning models
  323. - Know which Machine Learning model to choose for each type of problem
  324. - Implement Machine Learning Algorithms
  325. - Create supervised machine learning algorithms to predict classes.
  326. - Understand the full product workflow for the machine learning lifecycle.
  327. - Explore how to deploy your machine learning models.
  328. - Learn which Machine Learning model to choose for each type of problem
  329. - Real life case studies and projects to understand how things are done in the real world
  330. - Learn to use NumPy for Numerical Data
  331. - Use Matplotlib to create fully customized data visualizations with Python.
  332. - Explore large datasets and wrangle data using Pandas
  333. - Learn to use Seaborn for statistical plots
  334.  
  335. Requirements
  336. - Basic knowledge of machine learning
  337.  
  338. Description
  339.  
  340. 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).
  341.  
  342. We have been able to process such a voluminous amount of data. We are able to analyze and draw insights from this data owing to these advanced computational systems.
  343.  
  344. However, despite all these advancements, data remains a vast ocean that is growing every second. While the huge abundance of data can prove useful for the industries, the problem lies in the ability to use this data.
  345.  
  346. As mentioned above, data is fuel but it is a raw fuel that needs to be converted into useful fuel for the industries. In order to make this raw fuel useful, industries require Data Scientists. Therefore, knowledge of data science is a must if you wish to use this data to help companies make powerful decisions.
  347.  
  348. According to Glassdoor, the average salary for a Data Scientist is $117,345/yr. This is above the national average of $44,564. Therefore, a Data Scientist makes 163% more than the national average salary.
  349.  
  350. This makes Data Science a highly lucrative career choice. It is mainly due to the dearth in Data Scientists resulting in a huge income bubble.
  351.  
  352. Since Data Science requires a person to be proficient and knowledgeable in several fields like Statistics, Mathematics and Computer Science, the learning curve is quite steep. Therefore, the value of a Data Scientist is very high in the market.
  353.  
  354. A Data Scientist enjoys the position of prestige in the company. The company relies on his expertise to make data-driven decisions and enable them to navigate in the right direction.
  355.  
  356. Furthermore, the role of a Data Scientist depends on the specialization of his employer company. For example – A commercial industry will require a data scientist to analyze their sales.
  357.  
  358. A health-care company will require data scientists to help them analyze genomic sequences. The salary of a Data Scientist depends on his role and type of work he has to perform. It also depends on the size of the company which is based on the amount of data they utilize.
  359.  
  360. Still, the pay scale of Data Scientist is way above other IT and management sectors. However, the salary observed by Data Scientists is proportional to the amount of work that they must put in. Data Science needs hard work and requires a person to be thorough with his/her skills.
  361.  
  362. In This Course, We Are Going To Work On 100 Real World Projects Listed Below:
  363.  
  364. Project-1: Pan Card Tempering Detector App -Deploy On Heroku
  365. Project-2: Dog breed prediction Flask App
  366. Project-3: Image Watermarking App -Deploy On Heroku
  367. Project-4: Traffic sign classification
  368. Project-5: Text Extraction From Images Application
  369. Project-6: Plant Disease Prediction Streamlit App
  370. Project-7: Vehicle Detection And Counting Flask App
  371. Project-8: Create A Face Swapping Flask App
  372. Project-9: Bird Species Prediction Flask App
  373. Project-10: Intel Image Classification Flask App
  374.  
  375. Project-11: Language Translator App Using IBM Cloud Service -Deploy On Heroku
  376. Project-12: Predict Views On Advertisement Using IBM Watson -Deploy On Heroku
  377. Project-13: Laptop Price Predictor -Deploy On Heroku
  378. Project-14: WhatsApp Text Analyzer -Deploy On Heroku
  379. Project-15: Course Recommendation System -Deploy On Heroku
  380. Project-16: IPL Match Win Predictor -Deploy On Heroku
  381. Project-17: Body Fat Estimator App -Deploy On Microsoft Azure
  382. Project-18: Campus Placement Predictor App -Deploy On Microsoft Azure
  383. Project-19: Car Acceptability Predictor -Deploy On Google Cloud
  384. Project-20: Book Genre Classification App -Deploy On Amazon Web Services
  385.  
  386. Project 21: DNA classification for finding E.Coli - Deploy On AWS
  387. Project 22: Predict the next word in a sentence. - AWS - Deploy On AWS
  388. Project 23: Predict Next Sequence of numbers using LSTM - Deploy On AWS
  389. Project 24: Keyword Extraction from text using NLP - Deploy On Azure
  390. Project 25: Correcting wrong spellings - Deploy On Azure
  391. Project 26: Music popularity classification - Deploy On Google App Engine
  392. Project 27: Advertisement Classification - Deploy On Google App Engine
  393. Project 28: Image Digit Classification - Deploy On AWS
  394. Project 29: Emotion Recognition using Neural Network - Deploy On AWS
  395. Project 30: Breast cancer Classification - Deploy On AWS
  396.  
  397. Project-31: Sentiment Analysis Django App -Deploy On Heroku
  398. Project-32: Attrition Rate Django Application
  399. Project-33: Find Legendary Pokemon Django App -Deploy On Heroku
  400. Project-34: Face Detection Streamlit App
  401. Project-35: Cats Vs Dogs Classification Flask App
  402. Project-36: Customer Revenue Prediction App -Deploy On Heroku
  403. Project-37: Gender From Voice Prediction App -Deploy On Heroku
  404. Project-38: Restaurant Recommendation System
  405. Project-39: Happiness Ranking Django App -Deploy On Heroku
  406. Project-40: Forest Fire Prediction Django App -Deploy On Heroku
  407.  
  408. Project-41: Build Car Prices Prediction App -Deploy On Heroku
  409. Project-42: Build Affair Count Django App -Deploy On Heroku
  410. Project-43: Build Shrooming Predictions App -Deploy On Heroku
  411. Project-44: Google Play App Rating prediction With Deployment On Heroku
  412. Project-45: Build Bank Customers Predictions Django App -Deploy On Heroku
  413. Project-46: Build Artist Sculpture Cost Prediction Django App -Deploy On Heroku
  414. Project-47: Build Medical Cost Predictions Django App -Deploy On Heroku
  415. Project-48: Phishing Webpages Classification Django App -Deploy On Heroku
  416. Project-49: Clothing Fit-Size predictions Django App -Deploy On Heroku
  417. Project-50: Build Similarity In-Text Django App -Deploy On Heroku
  418.  
  419. Project-51: Black Friday Sale Project
  420. Project-52: Sentiment Analysis Project
  421. Project-53: Parkinson’s Disease Prediction Project
  422. Project-54: Fake News Classifier Project
  423. Project-55: Toxic Comment Classifier Project
  424. Project-56: IMDB Movie Ratings Prediction
  425. Project-57: Indian Air Quality Prediction
  426. Project-58: Covid-19 Case Analysis
  427. Project-59: Customer Churning Prediction
  428. Project-60: Create A ChatBot
  429.  
  430. Project-61: Video Game sales Analysis
  431. Project-62: Zomato Restaurant Analysis
  432. Project-63: Walmart Sales Forecasting
  433. Project-64: Sonic wave velocity prediction using Signal Processing Techniques
  434. Project-65: Estimation of Pore Pressure using Machine Learning
  435. Project-66: Audio processing using ML
  436. Project-67: Text characterisation using Speech recognition
  437. Project-68: Audio classification using Neural networks
  438. Project-69: Developing a voice assistant
  439. Project-70: Customer segmentation
  440.  
  441. Project-71: FIFA 2019 Analysis
  442. Project-72: Sentiment analysis of web scrapped data
  443. Project-73: Determining Red Vine Quality
  444. Project-74: Customer Personality Analysis
  445. Project-75: Literacy Analysis in India
  446. Project-76: Heart Attack Risk Prediction Using Eval ML (Auto ML)
  447. Project-77: Credit Card Fraud Detection Using Pycaret (Auto ML)
  448. Project-78: Flight Fare Prediction Using Auto SK Learn (Auto ML)
  449. Project-79: Petrol Price Forecasting Using Auto Keras
  450. Project-80: Bank Customer Churn Prediction Using H2O Auto ML
  451.  
  452. Project-81: Air Quality Index Predictor Using TPOT With End-To-End Deployment (Auto ML)
  453. Project-82: Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)
  454. Project-83: Pizza Price Prediction Using ML And EVALML(Auto ML)
  455. Project-84: IPL Cricket Score Prediction Using TPOT (Auto ML)
  456. Project-85: Predicting Bike Rentals Count Using ML And H2O Auto ML
  457. Project-86: Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)
  458. Project-87: Bangalore House Price Prediction Using Auto SK Learn (Auto ML)
  459. Project-88: Hospital Mortality Prediction Using PyCaret (Auto ML)
  460. Project-89: Employee Evaluation For Promotion Using ML And Eval Auto ML
  461. Project-90: Drinking Water Potability Prediction Using ML And H2O Auto ML
  462.  
  463. Project-91: Image Editor Application With OpenCV And Tkinter
  464. Project-92: Brand Identification Game With Tkinter And Sqlite3
  465. Project-93: Transaction Application With Tkinter And Sqlite3
  466. Project-94: Learning Management System With Django
  467. Project-95: Create A News Portal With Django
  468. Project-96: Create A Student Portal With Django
  469. Project-97: Productivity Tracker With Django And Plotly
  470. Project-98: Create A Study Group With Django
  471. Project-99: Building Crop Guide Application with PyQt5, SQLite
  472. Project-100: Building Password Manager Application With PyQt5, SQLite
  473.  
  474. Tip: Create a 50 Days Study Plan or 100 Day Study Plan, Spend 1-3hrs Per Day, Build 100 Projects in 50 Days or 100 Projects in 100 Days.
  475.  
  476. The Only Course You Need to Become a Data Scientist, Get Hired and Start a New Career
  477.  
  478. Note (Read This): This Course Is Worth Of Your Time And Money, Enroll Now Before Offer Expires.
  479.  
  480. Who this course is for:
  481. - Beginners in data science
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