About Lesson
—————————————————————————————————————- ✅ Link to GitHub repository for Flask Tutorials: https://github.com/AammarTufail/flask_webapp_development_series.git —————————————————————————————————————-
How and Why to Register
Dear, to register for the 6 months AI and Data Science Mentorship Program, click this link and fill the form give there: https://shorturl.at/fuMX6
0/2
Software installation and Important Details
In this section you will learn which software are important to install and learn from.
0/5
Day-1
Introduction and details about 6 months plan
0/5
Day-2
What is AI and How is it Different From Data Science?
0/6
Day-3
0/13
Day-4
0/1
Day-5
Learn Python from Zero
0/5
Day-6
0/5
Day-7
0/4
Day-8
Master Pandas Library
0/2
Day-10
0/3
Day-13
0/2
Day-17: Complete EDA on Google PlayStore Apps
0/1
Day-18: Outliers
0/6
Day-19: Complete EDA project on Apple APP store apps Dataset
0/3
Day-20
0/6
Day-21: Data Visualization-1
0/3
Day-22: Data Science Portfolio
0/6
Day-23: Data Visualization-2
0/2
Day-24: Data Visualization-3
0/3
Day-25: Quiz Time, Data Visualization-4
0/1
Day-26: Data Visualization-5
0/5
Day-27: Data Scaling/Normalization/standardization and Encoding
0/2
Day-28: NumPy (Part-1)
0/1
Day-29: NumPy (Part-2)
0/1
Day-30: NumPy (Part-3)
0/1
Day-31: NumPy (Part-4)
0/1
Day-32a: NumPy (Part-5)
0/1
Day-32b: Data Preprocessing / Data Wrangling
0/1
Day-33: Zero-to-Math for Data Science (Part-1)
0/4
Day-34: Zero-to-Math for Data Science (Part-2)
0/5
Day-35: Zero-to-Math for Data Science (Part-3)
0/4
Day-36: Zero-to-Math for Data Science (Part-4)
0/6
Day-37: Algebra in Data Science
0/1
Day-38: Pre-Algebra (Part-1)
0/3
Day-39: Pre-Algebra (Part-2)
0/4
Day-40: Pre-Algebra (Part-3)
0/5
Day-41: Elementary Algebra
0/2
Day-42: Linear Algebra (Part-1)
0/3
Day-43: Linear Algebra (Part-2)
0/4
Day-44: Linear Algebra (Part-3)
0/6
Day-45: Linear Algebra (Part-4)
0/8
Day-46: Linear Algebra (Part-5)
0/5
Day-47: Linear Algebra (part-6)
0/6
Day-48: Linear Algebra (Part-7)- Solving System of Equations
0/7
Day-49: Linear Algebra (Part-8)- Solving System of Equations
0/5
Day-50: Linear Algebra (Part-9)- Solving System of Equations
0/4
Day-51: Linear Algebra (Part-10) – Python
0/12
Day-52: Statistics for Data Science (Part-1)
0/9
Day-53: Statistics for Data Science (Part-2)
0/5
Day-54: Statistics for Data Science (Part-3)
0/8
Day-55: Statistics for Data Science (Part-4)
0/6
Day-56: Statistics for Data Science (Part-5)
0/1
Day-57: Statistics for Data Science (Part-6)
0/8
Day-58: Statistics for Data Science (Part-7)
0/5
Day-59: Statistics for Data Science (Part-8)
0/2
Day-60: Statistics for Data Science (Part-9)
0/2
Day-61: Statistics for Data Science (Part-10)
0/5
Day-62: Statistics for Data Science (Part-11)
0/4
Day-63: Statistics for Data Science (Part-12)
0/4
Day-64: Statistics for Data Science (Part-13)
0/6
Day-65: Statistics for Data Science (Part-14)
0/3
Day-66: Statistics for Data Science (Part-15)
0/6
Day-67: Machine Learning (Part-1)
0/2
Day-68: Machine Learning (Part-2)
0/6
Day-69: Machine Learning (Part-3)
0/1
Day-70: Machine Learning (Part-4)
0/2
Day-71: Machine Learning (Part-5)
0/3
Day-72: Machine Learning (Part-6)
0/5
Day-73: Machine Learning (Part-7)
0/7
Day-74: Machine Learning (Part-8)
0/7
Day-75: Machine Learning (Part-9)
0/1
Day-76: Machine Learning (Part-10)
0/3
Day-77: Machine Learning (Part-11)
0/5
Day-78: Machine Learning (Part-12)
0/7
Day-79: Machine Learning (Part-13) Decision Tree
0/6
Day-80: Machine Learning (Part-14)-Ensemble Algorithms
0/3
Day-81: Machine Learning (Part-15)-Evaluation Metrics
0/2
Day-82: Machine Learning (Part-16)-Metrics for Classification
0/1
Day-83: Machine Learning (Part-17)
0/2
Day-84: Machine Learning (Part-18)
0/3
Day-85: Machine Learning (Part-19)
0/1
Day-86: Machine Learning (Part-20)
0/3
Day-87: Machine Learning (Part-21)
0/2
Day-88: Machine Learning (Part-22)
0/4
Day-89: Machine Learning (Part-23)
0/1
Day-90: Machine Learning (Part-24)
0/3
Day-91: Machine Learning (Part-25)
0/1
Day-92: Machine Learning (Part-26)
0/4
Day-93: Machine Learning (Part-27)
0/1
Day-94: Machine Learning (Part-28)
0/2
Day-95: Machine Learning (Part-29)
0/2
Day-96: Machine Learning (Part-30)
0/2
Day-97: Machine Learning (Part-31)
0/3
Day-98: Machine Learning (Part-32)
0/2
Day-99: Machine Learning (Part-33)
0/2
Day-100: Un-Supervised Machine Learning (Part-1)
0/4
Day-101: Un-Supervised Machine Learning (Part-2)
0/6
Day-102: Un-Supervised Machine Learning (Part-3)
0/6
Day-103: Deep Learning (Part-1)
0/3
Day-104: Deep Learning (Part-2)
0/2
Day-105: Deep Learning (Part-3)
0/2
Day-106: Deep Learning (Part-4)
0/3
Day-107: Deep Learning (Part-5)
0/3
Day-108: Deep Learning (Part-6)
0/2
Day-109: Deep Learning (Part-7)
0/2
Day-110: Deep Learning (Part-8)-Activation Functions
0/4
Day-111: Case Studies (Complete Machine/Deep Learning Projects)
0/5
Day-112: Deep Learning (Part-9)-Complete Project
0/2
Day-113: Deep Learning (Part-10)-Complete Project
0/3
Day-114: Deep Learning (Part-11)-Convolutional Neural Network (CNN)
0/3
Day-115: Deep Learning (Part-12)-Convolutional Neural Network (CNN)
0/3
Day-116: Deep Learning (Part-13)-Computer Vision
0/3
Day-117: Deep Learning (Part-14)-Complete CNN Project
0/1
Day-118: Deep Learning (Part-15)-Recurrent Neural Network (RNN)
0/3
Day-119: Deep Learning (Part-16)-Natural Language Processing (NLP)
0/2
Day-120: Deep Learning (Part-17)-Natural Language Processing (NLP)
0/3
Day-121: Time Series Analysis (Part-1)
0/1
Day-122: Time Series Analysis (Part-2)
0/3
Day-123: Time Series Analysis (Part-3)
0/1
Day-124: Time Series Analysis (Part-4)
0/3
Day-125: Time Series Analysis (Part-5)
0/2
Day-126: Time Series Analysis (Part-6): Web-scrapping
0/3
Day-127: Time Series Analysis (Part-7): ARIMA models for time series
0/3
Day-128: Time Series Analysis (Part-8): Complete Project
0/1
Day-129: git & GitHub Crash Course
0/1
Day-130: Over-fitting and Under-fitting in a Model
0/3
Day-131: Improving Machine/Deep Learning Model’s Performance
0/2
Day-132: Transfer Learning and Pre-trained Models (Part-1)
0/3
Day-133: Transfer Learning and Pre-trained Models (Part-2)
0/1
Day-134 Transfer Learning and Pre-trained Models (Part-3)
0/1
Day-135: Generative AI (Part-1)
0/2
Day-136: Generative AI (Part-2)
0/2
Day-137: Generative AI (Part-3)
0/1
Day-138: Generative AI (Part-4)
0/2
Day-139: Generative AI (Part-5)-Tensorboard
0/1
Day-140: Generative AI (Part-6)-Diffusion Models
0/2
Day-141: Generative AI (Part-7)
0/2
Day-142: Prompt Engineering
0/5
Day-143: Huggingface
0/1
Day-144: LangChain and APIs
0/4
Day-145: Streamlit for webapp development and deployment (Part-1)
0/3
Day-146: Streamlit for webapp development and deployment (Part-2)
0/1
Day-147: Streamlit for webapp development and deployment (Part-3)
0/1
Day-148: Streamlit for webapp development and deployment (Part-4)
0/2
Day-149: Streamlit for webapp development and deployment (Part-5)
0/1
Day-150: Streamlit for webapp development and deployment (Part-6)
0/1
Day-151: Streamlit for webapp development and deployment (Part-7)
0/1
Day-152: Streamlit for webapp development and deployment (Part-8)
0/1
Day-153: Streamlit for webapp development and deployment (Part-9)
0/1
Day-154: Streamlit for webapp development and deployment (Part-10)
0/1
Day-155: Streamlit for webapp development and deployment (Part-11)
0/1
Day-156: Streamlit for webapp development and deployment (Part-12)
0/1
Day-157: Streamlit for webapp development and deployment (Part-13)
0/1
How to Earn using Data Science and AI skills
0/1
Day-158: Flask for web app development (Part-1)
0/2
Day-159: Flask for web app development (Part-2)
0/5
Day-160: Flask for web app development (Part-3)
0/1
Day-161: Flask for web app development (Part-4)
0/1
Day-162: Flask for web app development (Part-5)
0/1
Day-163: Flask for web app development (Part-6)
0/1
Day-164: Flask for web app development (Part-7)
0/2
Day-165: Flask for web app deployment (Part-8)
0/1
Day-166: FastAPI (Part-1)
0/2
Day-167: FastAPI (Part-2)
0/1
Day-168: FastAPI (Part-3)
0/1
Day-169: FastAPI (Part-4)
0/1
Day-170: FastAPI (Part-5)
0/1
Day-171: FastAPI (Part-6)
0/1
Day-172: FastAPI (Part-7)
0/1
Day-173: FastAPI (Part-8)
0/2
Day-174: FastAPI (Part-9)
0/1
Day-175: Tableau Complete Course (Part-1)
0/8
Day-176: Tableau Complete Course (Part-2)
0/6
Day-177: Tableau Complete Course (Part-3)
0/2
Day-178: Tableau Complete Course (Part-4)
0/4
Day-179: Power BI (Part-1)
0/3
Day-180: Power BI (Part-2)
0/3
Day-181: Power BI (Part-3)
0/4
Day-182: Power BI (Part-4)
0/4
Day-183: Power BI (Part-5)
0/4
Day-184: Structured Querry Language (SQL) for Beginners
0/16