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Data Structures Algorithms and Machine Learning Optimization Coursesghar

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Data Structures, Algorithms, and Machine Learning Optimization--- Coursesghar

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15.6 GB

Total Files

72

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!! IMPORTANT Note !!.txt

0.3 KB

!!! Please Support !!! [CoursesGhar.Com].txt

0.2 KB

1.1 Orientation to the Machine Learning Foundations Series-1_j225u2zw.mp4

89.3 MB

1.2 A Brief History of Data-1_2b15gjsa.mp4

303.3 MB

1.3 A Brief History of Algorithms-1_t7p43t0a.mp4

113.5 MB

1.4 Applications to Machine Learning-1_0mwik9nq.mp4

85.2 MB

2.1 Introduction-1_3m8jqstj.mp4

337.4 MB

2.2 Constant Time-1_mvmme7tc.mp4

344.2 MB

2.3 Linear Time-1_lbtul2fd.mp4

285.2 MB

2.4 Polynomial Time-1_azvfdac9.mp4

207.6 MB

2.5 Common Runtimes-1_oc6ntre1.mp4

153.6 MB

2.6 Best versus Worst Case-1_3s3zu6v7.mp4

601.9 MB

3.1 Lists-1_xq8t62k3.mp4

80.3 MB

3.2 Arrays-1_ng1ex7u7.mp4

281.7 MB

3.3 Linked Lists-1_9mdvvbl1.mp4

101.6 MB

3.4 Doubly-Linked Lists-1_mg3e611v.mp4

47.0 MB

3.5 Stacks-1_km4ks6ba.mp4

130.7 MB

3.6 Queues-1_fb1syknh.mp4

69.5 MB

3.7 Deques-1_qiae1dix.mp4

216.0 MB

4.1 Binary Search-1_sgp6ncjp.mp4

693.9 MB

4.2 Bubble Sort-1_0rciok4o.mp4

419.2 MB

4.3 Merge Sort-1_bvp4hwmr.mp4

878.6 MB

4.4 Quick Sort-1_alqbo35e.mp4

881.8 MB

5.1 Maps and Dictionaries-1_jlghq9fx.mp4

193.8 MB

5.2 Sets-1_1fu7r32o.mp4

120.3 MB

5.3 Hash Functions-1_69rzqd81.mp4

318.3 MB

5.4 Collisions-1_hueopo2v.mp4

204.9 MB

5.5 Load Factor-1_1o6rzf14.mp4

103.6 MB

5.6 Hash Maps-1_xgfoxj80.mp4

113.7 MB

5.7 String Keys-1_9yrxbkmz.mp4

185.7 MB

5.8 Hashing in ML-1_hd4ofvqr.mp4

136.2 MB

6.1 Introduction-1_vige31cl.mp4

155.7 MB

6.2 Decision Trees-1_a1kf47jd.mp4

609.9 MB

6.3 Random Forests-1_tdzchlbt.mp4

332.1 MB

6.4 XGBoost - Gradient-Boosted Trees-1_nqqqkuut.mp4

378.0 MB

6.5 Additional Concepts-1_pe96vxli.mp4

76.3 MB

7.1 Introduction-1_zrs05h1z.mp4

75.3 MB

7.2 Directed versus Undirected Graphs-1_8owxblcg.mp4

43.9 MB

7.3 DAGs - Directed Acyclic Graphs-1_6e7vwpti.mp4

324.6 MB

7.4 Additional Concepts-1_gs4yyv04.mp4

49.3 MB

7.5 Bonus - Pandas DataFrames-1_0qdxrtbz.mp4

60.0 MB

7.6 Resources for Further Study of DSA-1_yotxi7qk.mp4

56.5 MB

8.1 Statistics versus Machine Learning-1_ryhdp03c.mp4

585.1 MB

8.10 Maximizing Reward with Gradient Ascent-1_sjmahkxl.mp4

91.3 MB

8.2 Objective Functions-1_mfqn5miw.mp4

408.6 MB

8.3 Mean Absolute Error-1_o25rl6gv.mp4

159.0 MB

8.4 Mean Squared Error-1_2ijm8zs5.mp4

403.2 MB

8.5 Minimizing Cost with Gradient Descent-1_6csagyw7.mp4

168.8 MB

8.6 Gradient Descent from Scratch with PyTorch-1_b9c5to06.mp4

988.7 MB

8.7 Critical Points-1_dqtjm5pa.mp4

242.1 MB

8.8 Stochastic Gradient Descent-1_4ugi2e0l.mp4

625.0 MB

8.9 Learning Rate Scheduling-1_rbn74jj8.mp4

504.1 MB

9.1 Jacobian Matrices-1_locjc786.mp4

229.6 MB

9.2 Second-Order Optimization and Hessians-1_p3snmxzz.mp4

117.5 MB

9.3 Momentum-1_2t8nos0w.mp4

119.4 MB

9.4 Adaptive Optimizers-1_iiaajhex.mp4

270.2 MB

9.5 Congratulations and Next Steps-1_2f5dvgbj.mp4

235.3 MB

Data Structures, Algorithms, and Machine Learning Optimization - Introduction-1_obd37x4i.mp4

219.6 MB

Data Structures, Algorithms, and Machine Learning Optimization - Summary-1_c7y8c31a.mp4

63.6 MB

Join Our Telegram Group For More Updates !!!.url

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Topics-1_14lwnrox.mp4

40.3 MB

Topics-1_6t08jff9.mp4

29.7 MB

Topics-1_9l2kqjwl.mp4

31.7 MB

Topics-1_h8oxrxkq.mp4

34.7 MB

Topics-1_il0kt54q.mp4

24.0 MB

Topics-1_k8xqbx14.mp4

26.7 MB

Topics-1_lnxw7w1d.mp4

41.7 MB

Topics-1_ojmlg5t3.mp4

50.2 MB

Topics-1_z0h0ef88.mp4

20.2 MB

Uploaded by [Coursesghar.com].txt

1.1 KB

Visit coursesghar.com for more awesome tutorials.url

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0.6 KB

 

Total files 72


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